gcr-training-data.csv

CheckingStatus,LoanDuration,CreditHistory,LoanPurpose,LoanAmount,ExistingSavings,EmploymentDuration,InstallmentPercent,Sex,OthersOnLoan,CurrentResidenceDuration,OwnsProperty,Age,InstallmentPlans,Housing,ExistingCreditsCount,Job,Dependents,Telephone,ForeignWorker,Risk
0_to_200,31,credits_paid_to_date,other,1889,100_to_500,less_1,3,female,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
less_0,18,credits_paid_to_date,car_new,462,less_100,1_to_4,2,female,none,2,savings_insurance,37,stores,own,2,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,furniture,250,less_100,1_to_4,2,male,none,3,real_estate,28,none,own,2,skilled,1,yes,no,No Risk
0_to_200,28,credits_paid_to_date,retraining,3693,less_100,greater_7,3,male,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,education,6235,500_to_1000,greater_7,3,male,none,3,unknown,57,none,own,2,skilled,1,none,yes,Risk
no_checking,32,outstanding_credit,vacation,9604,500_to_1000,greater_7,6,male,co-applicant,5,unknown,57,none,free,2,skilled,2,yes,yes,Risk
no_checking,9,prior_payments_delayed,car_new,1032,100_to_500,4_to_7,3,male,none,4,savings_insurance,41,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,16,credits_paid_to_date,vacation,3109,less_100,4_to_7,3,female,none,1,car_other,36,none,own,2,skilled,1,none,yes,No Risk
0_to_200,11,credits_paid_to_date,car_new,4553,less_100,less_1,3,female,none,3,savings_insurance,22,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,35,outstanding_credit,appliances,7138,500_to_1000,greater_7,5,male,co-applicant,4,unknown,49,none,free,2,skilled,2,yes,yes,Risk
less_0,5,all_credits_paid_back,car_new,1523,less_100,unemployed,2,female,none,2,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,4302,less_100,1_to_4,3,male,none,1,car_other,34,none,free,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,furniture,3310,500_to_1000,greater_7,5,male,none,3,car_other,40,none,free,1,skilled,1,yes,yes,No Risk
0_to_200,29,credits_paid_to_date,furniture,3705,less_100,less_1,3,female,co-applicant,3,car_other,44,none,own,1,skilled,1,none,yes,No Risk
greater_200,4,all_credits_paid_back,car_new,2407,less_100,1_to_4,3,female,none,2,car_other,52,none,own,1,skilled,2,yes,yes,No Risk
no_checking,33,all_credits_paid_back,furniture,3810,100_to_500,less_1,2,female,co-applicant,4,savings_insurance,35,none,own,1,skilled,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,repairs,7150,500_to_1000,4_to_7,3,male,co-applicant,4,unknown,52,none,own,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,2,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,vacation,2317,less_100,less_1,2,female,none,2,savings_insurance,27,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,furniture,250,500_to_1000,4_to_7,3,male,none,2,savings_insurance,24,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,16,prior_payments_delayed,car_new,5551,100_to_500,1_to_4,3,male,none,3,car_other,34,none,rent,2,management_self-employed,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,6063,unknown,1_to_4,4,male,none,5,car_other,40,none,own,2,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,radio_tv,1045,100_to_500,less_1,2,female,none,1,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,vacation,250,less_100,4_to_7,2,female,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,33,credits_paid_to_date,repairs,3946,less_100,4_to_7,2,female,none,2,car_other,33,stores,own,1,unskilled,1,none,yes,No Risk
less_0,23,prior_payments_delayed,car_used,250,greater_1000,1_to_4,2,male,none,3,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,9,prior_payments_delayed,furniture,292,less_100,less_1,2,female,none,3,car_other,51,none,rent,1,skilled,1,none,yes,No Risk
no_checking,10,prior_payments_delayed,radio_tv,4312,100_to_500,less_1,3,female,none,3,car_other,38,none,own,1,skilled,2,yes,yes,No Risk
no_checking,25,outstanding_credit,radio_tv,6945,500_to_1000,1_to_4,4,female,none,4,unknown,46,none,own,1,management_self-employed,1,yes,yes,Risk
no_checking,20,prior_payments_delayed,appliances,2827,unknown,4_to_7,3,male,co-applicant,3,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,4391,500_to_1000,greater_7,4,female,none,3,car_other,39,stores,own,2,unskilled,2,yes,yes,Risk
less_0,21,prior_payments_delayed,car_used,319,100_to_500,greater_7,3,male,none,3,savings_insurance,32,none,rent,1,skilled,1,none,yes,Risk
0_to_200,28,credits_paid_to_date,furniture,3519,less_100,4_to_7,4,male,none,2,savings_insurance,39,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,7,credits_paid_to_date,car_new,250,less_100,less_1,1,female,none,2,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,car_used,1420,100_to_500,4_to_7,2,male,none,3,car_other,35,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,14,prior_payments_delayed,car_new,1683,100_to_500,1_to_4,3,male,co-applicant,4,savings_insurance,35,none,own,1,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,car_used,4904,500_to_1000,1_to_4,2,male,none,3,car_other,40,none,own,1,skilled,2,yes,yes,Risk
no_checking,28,prior_payments_delayed,repairs,3789,100_to_500,4_to_7,4,male,none,4,car_other,29,none,own,2,skilled,1,none,yes,Risk
no_checking,64,outstanding_credit,retraining,9918,unknown,4_to_7,6,male,co-applicant,5,unknown,49,none,free,2,skilled,2,yes,yes,Risk
0_to_200,6,all_credits_paid_back,car_used,3115,less_100,1_to_4,2,female,co-applicant,2,real_estate,27,none,own,1,skilled,1,none,yes,Risk
less_0,10,all_credits_paid_back,car_new,1400,less_100,less_1,1,female,none,1,car_other,28,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,7,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,1,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,furniture,7685,100_to_500,4_to_7,4,male,none,4,unknown,51,none,free,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,25,credits_paid_to_date,radio_tv,3818,greater_1000,1_to_4,2,male,none,4,savings_insurance,36,none,rent,2,skilled,1,none,yes,Risk
0_to_200,19,credits_paid_to_date,car_used,1897,100_to_500,unemployed,1,male,none,3,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,39,outstanding_credit,appliances,4131,100_to_500,1_to_4,4,male,none,4,unknown,29,bank,own,1,unskilled,1,yes,yes,No Risk
no_checking,35,outstanding_credit,repairs,3541,greater_1000,greater_7,5,male,none,4,car_other,45,none,own,1,skilled,1,yes,yes,Risk
less_0,17,credits_paid_to_date,repairs,3861,less_100,1_to_4,3,male,none,3,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,other,6086,unknown,greater_7,4,female,co-applicant,5,unknown,44,stores,rent,2,unskilled,2,yes,yes,Risk
no_checking,26,prior_payments_delayed,radio_tv,6402,100_to_500,4_to_7,4,female,none,4,unknown,52,none,free,2,skilled,1,yes,yes,No Risk
no_checking,8,no_credits,car_new,250,less_100,1_to_4,3,female,none,3,real_estate,46,none,own,2,management_self-employed,2,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,7650,500_to_1000,1_to_4,4,female,none,4,unknown,59,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,28,outstanding_credit,appliances,5990,500_to_1000,greater_7,5,male,co-applicant,3,car_other,55,none,free,2,skilled,2,yes,yes,Risk
greater_200,22,all_credits_paid_back,car_used,3376,less_100,less_1,3,female,none,2,car_other,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,credits_paid_to_date,vacation,6434,unknown,greater_7,5,female,none,4,car_other,39,none,own,2,skilled,2,yes,yes,Risk
0_to_200,20,credits_paid_to_date,furniture,2442,less_100,unemployed,3,female,none,1,real_estate,42,none,own,1,skilled,1,none,yes,No Risk
greater_200,4,all_credits_paid_back,education,4206,less_100,unemployed,1,female,none,3,savings_insurance,27,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,23,credits_paid_to_date,car_used,2963,greater_1000,greater_7,4,female,none,4,car_other,46,none,own,2,skilled,1,none,yes,Risk
no_checking,31,prior_payments_delayed,vacation,2673,500_to_1000,1_to_4,3,male,none,2,real_estate,35,stores,rent,1,skilled,2,none,yes,Risk
no_checking,37,prior_payments_delayed,other,6971,500_to_1000,1_to_4,3,male,none,3,savings_insurance,54,none,own,2,skilled,1,yes,yes,Risk
no_checking,14,all_credits_paid_back,car_new,1525,500_to_1000,4_to_7,3,male,none,4,real_estate,33,none,own,1,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,furniture,4037,less_100,4_to_7,3,male,none,3,savings_insurance,31,none,rent,1,skilled,1,none,yes,Risk
0_to_200,28,credits_paid_to_date,retraining,1152,less_100,less_1,2,female,none,2,savings_insurance,20,stores,own,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_new,1880,less_100,less_1,3,female,co-applicant,2,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
0_to_200,39,prior_payments_delayed,appliances,5685,100_to_500,1_to_4,4,female,none,2,unknown,37,none,own,2,skilled,1,yes,yes,Risk
no_checking,32,prior_payments_delayed,radio_tv,5105,500_to_1000,1_to_4,4,male,none,5,savings_insurance,44,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,38,prior_payments_delayed,appliances,4990,500_to_1000,greater_7,4,male,none,4,car_other,50,bank,own,2,unemployed,2,yes,yes,Risk
less_0,17,credits_paid_to_date,furniture,1017,less_100,less_1,2,female,none,1,car_other,30,none,own,1,skilled,1,none,yes,No Risk
less_0,33,all_credits_paid_back,car_new,3618,500_to_1000,4_to_7,2,male,none,3,unknown,31,stores,own,2,unskilled,1,none,yes,No Risk
less_0,12,no_credits,car_new,3037,less_100,less_1,1,female,none,2,car_other,31,stores,own,1,skilled,1,none,yes,No Risk
no_checking,23,prior_payments_delayed,furniture,1440,100_to_500,1_to_4,3,female,none,3,real_estate,39,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,18,prior_payments_delayed,retraining,4032,less_100,1_to_4,2,female,none,2,car_other,36,none,rent,1,skilled,1,none,yes,No Risk
no_checking,11,prior_payments_delayed,car_used,944,greater_1000,1_to_4,3,male,none,4,real_estate,35,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,5927,unknown,greater_7,4,male,co-applicant,3,savings_insurance,47,none,own,2,skilled,1,none,yes,Risk
no_checking,50,outstanding_credit,other,4694,unknown,greater_7,4,female,none,4,unknown,37,none,own,1,skilled,2,yes,yes,Risk
no_checking,32,prior_payments_delayed,radio_tv,10584,100_to_500,1_to_4,3,male,co-applicant,3,unknown,46,stores,own,2,unskilled,2,yes,yes,No Risk
no_checking,41,prior_payments_delayed,furniture,8900,500_to_1000,4_to_7,4,male,co-applicant,3,car_other,26,none,free,2,skilled,1,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_used,1144,100_to_500,less_1,2,female,none,2,real_estate,33,none,rent,1,skilled,1,none,yes,No Risk
no_checking,14,outstanding_credit,appliances,1680,100_to_500,greater_7,4,male,none,3,car_other,47,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,retraining,3387,less_100,less_1,3,female,none,3,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,14,credits_paid_to_date,furniture,1269,500_to_1000,greater_7,2,male,none,2,savings_insurance,39,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,9570,100_to_500,4_to_7,4,male,co-applicant,3,car_other,53,none,free,2,skilled,1,yes,yes,No Risk
less_0,16,credits_paid_to_date,car_new,1428,less_100,4_to_7,1,male,none,1,car_other,20,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,24,outstanding_credit,car_used,4620,greater_1000,1_to_4,3,male,none,4,savings_insurance,40,none,own,2,skilled,1,yes,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,2196,500_to_1000,greater_7,3,male,none,4,savings_insurance,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,8708,100_to_500,1_to_4,4,male,none,5,car_other,43,none,free,2,management_self-employed,1,none,yes,No Risk
no_checking,37,outstanding_credit,radio_tv,10550,unknown,greater_7,5,male,co-applicant,4,unknown,48,stores,own,2,unemployed,2,yes,yes,Risk
no_checking,27,prior_payments_delayed,radio_tv,4981,500_to_1000,4_to_7,4,male,none,4,savings_insurance,47,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,13,all_credits_paid_back,car_new,2436,less_100,less_1,2,female,none,1,savings_insurance,19,stores,own,1,skilled,1,none,yes,No Risk
greater_200,25,outstanding_credit,appliances,4136,100_to_500,4_to_7,3,male,none,2,car_other,46,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,15,credits_paid_to_date,retraining,4014,less_100,1_to_4,4,male,co-applicant,4,savings_insurance,33,none,own,1,skilled,1,yes,yes,Risk
no_checking,28,prior_payments_delayed,appliances,5440,100_to_500,4_to_7,3,female,none,2,unknown,40,none,own,2,skilled,1,yes,yes,Risk
less_0,13,prior_payments_delayed,appliances,250,500_to_1000,4_to_7,2,male,none,3,car_other,28,stores,own,1,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,furniture,2111,less_100,4_to_7,3,male,none,2,savings_insurance,34,bank,own,1,unemployed,2,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,6455,100_to_500,4_to_7,3,male,none,4,car_other,43,none,own,1,skilled,1,none,yes,Risk
less_0,17,credits_paid_to_date,car_used,250,less_100,4_to_7,3,female,none,2,real_estate,40,none,free,2,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,radio_tv,4521,100_to_500,less_1,4,male,none,4,savings_insurance,28,none,own,1,management_self-employed,2,yes,yes,No Risk
no_checking,37,prior_payments_delayed,other,7945,500_to_1000,1_to_4,4,male,none,4,savings_insurance,39,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,6,all_credits_paid_back,car_used,250,less_100,1_to_4,2,male,none,2,savings_insurance,28,stores,rent,1,skilled,1,none,yes,Risk
less_0,14,all_credits_paid_back,appliances,1431,less_100,unemployed,1,female,none,1,car_other,25,stores,own,1,skilled,1,none,yes,Risk
greater_200,5,credits_paid_to_date,car_used,250,less_100,4_to_7,3,male,none,2,savings_insurance,42,none,rent,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,furniture,2016,less_100,less_1,1,female,none,1,car_other,34,bank,own,1,unemployed,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,unemployed,1,female,none,1,real_estate,29,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,1923,100_to_500,less_1,3,female,none,2,car_other,46,none,rent,1,skilled,2,none,yes,Risk
less_0,5,prior_payments_delayed,car_used,2528,less_100,1_to_4,2,male,none,2,real_estate,23,none,rent,1,skilled,1,none,yes,No Risk
greater_200,29,prior_payments_delayed,vacation,7083,500_to_1000,4_to_7,4,female,none,4,unknown,49,none,own,2,skilled,2,yes,yes,Risk
no_checking,43,prior_payments_delayed,repairs,8886,greater_1000,greater_7,5,male,co-applicant,4,car_other,35,none,free,2,skilled,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,4393,100_to_500,less_1,3,female,none,3,real_estate,41,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,32,outstanding_credit,appliances,8032,500_to_1000,1_to_4,3,male,none,3,unknown,41,none,own,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_used,6201,500_to_1000,4_to_7,4,male,guarantor,4,unknown,40,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,28,prior_payments_delayed,car_used,3952,greater_1000,greater_7,4,male,none,4,savings_insurance,36,none,own,2,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,car_used,2122,less_100,1_to_4,2,male,none,3,car_other,32,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,appliances,5220,500_to_1000,greater_7,4,male,co-applicant,3,car_other,52,none,free,2,skilled,1,yes,yes,Risk
less_0,13,credits_paid_to_date,furniture,1276,500_to_1000,1_to_4,3,male,none,1,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,furniture,1074,less_100,4_to_7,3,male,none,2,savings_insurance,35,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,radio_tv,250,less_100,unemployed,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,vacation,2691,less_100,1_to_4,3,female,none,2,car_other,36,none,free,1,skilled,1,none,yes,No Risk
greater_200,10,credits_paid_to_date,furniture,1668,less_100,less_1,2,female,none,2,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,radio_tv,5536,less_100,4_to_7,3,female,none,3,unknown,52,stores,own,2,skilled,1,yes,yes,No Risk
0_to_200,20,credits_paid_to_date,car_used,3713,less_100,less_1,3,male,none,2,real_estate,29,none,rent,1,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,repairs,6331,unknown,greater_7,5,male,co-applicant,4,car_other,48,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,7,credits_paid_to_date,vacation,250,less_100,4_to_7,3,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,33,credits_paid_to_date,business,2398,less_100,less_1,3,male,none,3,savings_insurance,22,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,other,5843,unknown,greater_7,5,male,none,3,savings_insurance,49,none,own,3,skilled,2,yes,yes,Risk
less_0,14,all_credits_paid_back,furniture,250,less_100,less_1,2,male,none,1,real_estate,30,none,own,2,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,7587,500_to_1000,1_to_4,4,male,none,4,car_other,38,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,radio_tv,2453,less_100,4_to_7,3,male,none,2,car_other,39,none,own,2,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,car_used,357,less_100,less_1,2,female,none,2,savings_insurance,34,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,retraining,7506,500_to_1000,1_to_4,3,male,none,3,unknown,46,none,free,3,skilled,1,yes,yes,Risk
less_0,14,prior_payments_delayed,furniture,1697,less_100,1_to_4,3,female,none,3,car_other,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,1939,500_to_1000,1_to_4,2,male,co-applicant,4,car_other,36,none,free,1,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,2783,less_100,less_1,2,female,none,1,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,appliances,6996,unknown,greater_7,5,male,co-applicant,4,unknown,52,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,23,prior_payments_delayed,furniture,3786,greater_1000,4_to_7,4,male,guarantor,5,car_other,38,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,23,prior_payments_delayed,retraining,2964,less_100,less_1,2,male,none,3,real_estate,32,none,own,1,skilled,1,yes,yes,No Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,unemployed,2,female,none,2,savings_insurance,27,bank,rent,1,unemployed,2,yes,yes,No Risk
no_checking,25,outstanding_credit,education,5614,500_to_1000,1_to_4,4,male,none,3,car_other,45,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,vacation,2064,less_100,1_to_4,2,female,none,1,savings_insurance,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,furniture,5222,unknown,greater_7,4,male,guarantor,3,savings_insurance,53,none,free,2,skilled,2,yes,yes,No Risk
no_checking,25,credits_paid_to_date,car_used,2056,500_to_1000,4_to_7,3,male,none,4,real_estate,30,stores,own,2,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_used,250,less_100,1_to_4,1,female,none,2,car_other,33,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,vacation,4448,less_100,4_to_7,2,male,none,3,car_other,40,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,24,outstanding_credit,radio_tv,3091,500_to_1000,less_1,2,male,none,3,savings_insurance,37,bank,rent,2,unskilled,2,yes,yes,No Risk
0_to_200,11,credits_paid_to_date,vacation,3605,less_100,1_to_4,3,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,car_new,2609,less_100,4_to_7,4,male,none,2,savings_insurance,33,bank,rent,1,unskilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,furniture,463,greater_1000,4_to_7,3,male,none,4,savings_insurance,42,none,own,2,skilled,1,yes,yes,No Risk
greater_200,35,all_credits_paid_back,car_used,5208,less_100,4_to_7,3,male,none,2,savings_insurance,31,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,1524,less_100,less_1,1,female,none,1,savings_insurance,36,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,2783,less_100,less_1,3,male,none,2,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,repairs,6907,less_100,less_1,4,female,none,3,car_other,34,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,16,all_credits_paid_back,car_new,250,100_to_500,less_1,1,male,none,1,savings_insurance,20,none,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,250,less_100,4_to_7,2,male,none,1,savings_insurance,27,stores,own,1,skilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,retraining,6674,500_to_1000,4_to_7,5,male,none,5,savings_insurance,44,stores,free,2,unskilled,1,yes,yes,Risk
0_to_200,26,credits_paid_to_date,radio_tv,250,less_100,4_to_7,2,male,none,2,real_estate,22,stores,own,1,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,car_new,1149,less_100,1_to_4,3,male,none,2,savings_insurance,45,none,own,2,skilled,1,yes,yes,Risk
no_checking,25,prior_payments_delayed,repairs,4183,100_to_500,1_to_4,4,female,none,2,car_other,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,40,outstanding_credit,retraining,7846,greater_1000,greater_7,4,male,guarantor,4,unknown,56,none,free,2,skilled,1,yes,yes,Risk
no_checking,13,all_credits_paid_back,furniture,778,less_100,4_to_7,2,male,none,2,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,50,outstanding_credit,appliances,7443,unknown,greater_7,4,male,co-applicant,4,unknown,56,bank,own,3,unemployed,2,yes,yes,Risk
0_to_200,25,outstanding_credit,furniture,1244,100_to_500,1_to_4,2,female,none,3,savings_insurance,40,stores,free,2,skilled,1,yes,yes,No Risk
0_to_200,25,all_credits_paid_back,radio_tv,2429,500_to_1000,1_to_4,3,male,none,3,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,25,outstanding_credit,furniture,5371,500_to_1000,greater_7,4,male,none,4,unknown,45,none,free,2,skilled,2,yes,yes,Risk
no_checking,31,prior_payments_delayed,appliances,3453,500_to_1000,less_1,3,female,co-applicant,3,savings_insurance,27,none,own,1,skilled,1,yes,yes,Risk
no_checking,35,prior_payments_delayed,repairs,5601,unknown,4_to_7,4,male,none,5,car_other,42,none,rent,2,skilled,1,yes,yes,No Risk
0_to_200,4,prior_payments_delayed,car_new,250,less_100,1_to_4,2,male,none,2,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,retraining,5368,less_100,4_to_7,3,female,none,1,unknown,42,none,own,1,skilled,2,none,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,48,outstanding_credit,other,7083,500_to_1000,greater_7,5,male,co-applicant,4,unknown,53,none,free,2,skilled,2,yes,yes,Risk
0_to_200,18,credits_paid_to_date,car_new,250,less_100,unemployed,2,female,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,outstanding_credit,furniture,6221,unknown,4_to_7,4,male,co-applicant,5,car_other,54,none,free,3,management_self-employed,2,yes,yes,Risk
0_to_200,13,credits_paid_to_date,car_new,2719,500_to_1000,1_to_4,3,male,none,2,savings_insurance,38,none,own,2,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,car_new,4188,greater_1000,greater_7,4,male,none,3,unknown,43,none,own,2,skilled,1,none,yes,No Risk
0_to_200,5,no_credits,car_new,4855,less_100,unemployed,1,female,none,3,car_other,25,none,own,1,skilled,1,none,yes,No Risk
0_to_200,21,prior_payments_delayed,retraining,5308,greater_1000,greater_7,3,male,none,3,unknown,40,none,own,2,skilled,1,none,yes,No Risk
0_to_200,6,prior_payments_delayed,car_new,3452,less_100,4_to_7,3,male,co-applicant,4,car_other,48,none,own,1,skilled,1,none,yes,Risk
no_checking,29,prior_payments_delayed,radio_tv,10213,500_to_1000,less_1,3,male,none,4,car_other,38,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,26,all_credits_paid_back,furniture,3416,less_100,1_to_4,3,male,none,1,savings_insurance,19,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,radio_tv,3910,less_100,less_1,3,male,none,3,car_other,36,stores,own,2,unskilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,2,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
no_checking,46,outstanding_credit,other,8464,500_to_1000,4_to_7,5,male,none,4,car_other,47,none,free,2,management_self-employed,1,none,yes,Risk
greater_200,8,credits_paid_to_date,vacation,2674,less_100,less_1,3,female,none,2,savings_insurance,21,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,5893,100_to_500,greater_7,5,female,none,4,car_other,46,none,free,2,skilled,1,none,yes,No Risk
greater_200,24,credits_paid_to_date,radio_tv,5600,less_100,less_1,4,male,none,3,car_other,38,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,car_new,2442,less_100,4_to_7,3,male,none,4,real_estate,47,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,11,credits_paid_to_date,furniture,2187,less_100,1_to_4,3,female,none,2,real_estate,33,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,36,outstanding_credit,appliances,5495,unknown,greater_7,5,female,none,3,unknown,49,none,own,2,skilled,2,yes,yes,Risk
no_checking,8,prior_payments_delayed,radio_tv,2254,100_to_500,greater_7,4,male,none,4,savings_insurance,43,none,own,1,management_self-employed,1,none,yes,Risk
less_0,8,prior_payments_delayed,furniture,1832,less_100,4_to_7,3,male,none,3,real_estate,31,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,2996,unknown,4_to_7,4,male,none,3,savings_insurance,36,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,furniture,3322,100_to_500,4_to_7,3,female,none,2,car_other,34,none,own,2,skilled,1,yes,yes,No Risk
no_checking,9,credits_paid_to_date,car_new,1884,less_100,less_1,2,female,none,3,savings_insurance,27,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
greater_200,33,prior_payments_delayed,furniture,1231,100_to_500,1_to_4,3,male,none,2,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,business,6453,greater_1000,greater_7,4,male,none,3,car_other,48,none,own,2,skilled,1,none,yes,Risk
no_checking,27,prior_payments_delayed,furniture,7158,100_to_500,greater_7,5,male,none,3,car_other,37,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,31,outstanding_credit,furniture,5702,100_to_500,greater_7,3,female,none,4,unknown,47,none,own,2,skilled,1,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_new,2886,100_to_500,unemployed,1,male,none,1,savings_insurance,29,stores,own,1,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,furniture,2746,500_to_1000,greater_7,3,male,none,1,car_other,41,stores,own,2,skilled,1,none,yes,No Risk
no_checking,9,prior_payments_delayed,radio_tv,3533,greater_1000,greater_7,3,male,none,4,car_other,38,none,own,1,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,furniture,2292,100_to_500,1_to_4,3,male,none,3,car_other,36,none,own,2,management_self-employed,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,100_to_500,less_1,2,female,none,3,real_estate,26,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,2208,less_100,greater_7,4,female,none,3,car_other,43,none,free,2,skilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,100_to_500,less_1,1,female,none,2,savings_insurance,21,none,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,3012,less_100,1_to_4,2,male,none,1,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,furniture,1073,unknown,4_to_7,3,male,none,3,car_other,46,none,own,1,skilled,1,yes,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,4164,100_to_500,4_to_7,3,female,none,4,savings_insurance,54,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,repairs,4794,500_to_1000,4_to_7,4,male,none,3,unknown,30,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,14,credits_paid_to_date,vacation,2511,100_to_500,1_to_4,2,female,none,1,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,radio_tv,3424,greater_1000,1_to_4,2,male,none,3,unknown,27,none,own,1,skilled,1,yes,yes,No Risk
no_checking,44,outstanding_credit,appliances,7532,greater_1000,greater_7,4,male,co-applicant,3,unknown,47,none,own,2,skilled,1,none,yes,Risk
no_checking,41,credits_paid_to_date,appliances,2901,100_to_500,4_to_7,4,female,none,3,savings_insurance,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,repairs,5673,unknown,greater_7,5,male,none,4,unknown,48,none,own,2,skilled,1,none,yes,Risk
greater_200,17,credits_paid_to_date,car_new,250,greater_1000,less_1,1,male,co-applicant,2,real_estate,40,none,own,1,skilled,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,car_used,1543,less_100,less_1,2,female,none,2,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,1008,less_100,unemployed,2,female,none,3,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,11,prior_payments_delayed,furniture,1546,500_to_1000,4_to_7,3,male,none,3,savings_insurance,28,none,own,2,skilled,1,yes,yes,Risk
no_checking,10,credits_paid_to_date,car_used,5056,less_100,4_to_7,3,male,none,3,savings_insurance,47,none,own,3,skilled,1,yes,yes,Risk
no_checking,28,outstanding_credit,car_used,4926,500_to_1000,1_to_4,3,male,none,3,savings_insurance,38,none,own,2,skilled,2,yes,no,Risk
0_to_200,44,prior_payments_delayed,appliances,5045,unknown,greater_7,4,male,guarantor,4,unknown,36,stores,free,2,unskilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,education,5740,100_to_500,4_to_7,4,female,none,4,car_other,43,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,36,prior_payments_delayed,other,3114,unknown,4_to_7,3,male,none,4,savings_insurance,27,bank,own,1,unemployed,1,none,yes,No Risk
less_0,26,credits_paid_to_date,car_used,3243,less_100,1_to_4,3,male,none,3,car_other,36,none,own,1,skilled,1,none,yes,Risk
less_0,8,all_credits_paid_back,car_used,250,100_to_500,unemployed,1,male,none,2,real_estate,20,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,vacation,5913,less_100,1_to_4,4,male,none,2,unknown,40,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,29,outstanding_credit,appliances,6238,500_to_1000,4_to_7,3,male,none,3,car_other,41,none,own,1,skilled,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,26,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,appliances,250,less_100,4_to_7,1,male,none,2,savings_insurance,22,stores,own,1,unskilled,1,none,yes,Risk
less_0,13,all_credits_paid_back,car_new,393,less_100,4_to_7,3,male,none,2,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
less_0,7,all_credits_paid_back,car_used,250,less_100,less_1,2,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,8862,unknown,greater_7,5,male,co-applicant,5,unknown,53,none,free,3,skilled,2,yes,yes,Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,1_to_4,1,female,none,1,real_estate,25,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,3881,less_100,less_1,2,female,co-applicant,3,savings_insurance,43,none,own,1,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,1,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
less_0,10,credits_paid_to_date,car_used,652,less_100,4_to_7,2,male,none,1,savings_insurance,33,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,car_used,2703,100_to_500,4_to_7,4,male,none,4,car_other,31,bank,own,1,unemployed,1,yes,yes,No Risk
less_0,13,all_credits_paid_back,car_used,1820,100_to_500,unemployed,2,female,none,3,car_other,28,none,rent,2,skilled,2,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,1668,100_to_500,4_to_7,3,female,none,4,savings_insurance,49,none,free,1,skilled,1,yes,yes,Risk
no_checking,40,prior_payments_delayed,appliances,7301,greater_1000,greater_7,5,male,co-applicant,4,savings_insurance,48,none,free,3,skilled,2,yes,yes,Risk
no_checking,41,outstanding_credit,repairs,3423,unknown,greater_7,5,male,none,5,savings_insurance,56,none,free,2,skilled,1,yes,yes,Risk
no_checking,30,prior_payments_delayed,appliances,6703,unknown,greater_7,4,male,none,3,car_other,54,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,repairs,812,less_100,4_to_7,3,male,none,2,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,furniture,2735,500_to_1000,4_to_7,2,female,none,3,savings_insurance,45,stores,rent,2,skilled,1,none,yes,Risk
less_0,28,credits_paid_to_date,radio_tv,530,less_100,1_to_4,2,male,none,2,real_estate,32,stores,own,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,retraining,2119,less_100,1_to_4,3,female,none,2,savings_insurance,23,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,3573,greater_1000,greater_7,5,female,none,5,car_other,39,none,own,2,skilled,1,none,yes,Risk
no_checking,25,prior_payments_delayed,education,6921,greater_1000,greater_7,4,male,none,3,unknown,50,none,own,3,skilled,2,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_new,1652,500_to_1000,1_to_4,3,male,none,3,savings_insurance,28,none,rent,1,skilled,2,none,yes,No Risk
less_0,23,prior_payments_delayed,furniture,3379,less_100,greater_7,4,male,none,2,car_other,42,none,own,1,skilled,1,none,yes,No Risk
no_checking,17,credits_paid_to_date,car_new,2720,100_to_500,1_to_4,3,male,none,4,savings_insurance,34,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,20,prior_payments_delayed,retraining,2305,less_100,greater_7,4,female,none,3,car_other,45,none,own,2,skilled,1,yes,no,Risk
less_0,14,prior_payments_delayed,repairs,250,less_100,unemployed,1,male,none,1,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
greater_200,24,credits_paid_to_date,furniture,3428,500_to_1000,4_to_7,4,male,none,4,savings_insurance,38,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,2,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,vacation,5585,500_to_1000,4_to_7,5,male,none,4,car_other,42,none,own,2,skilled,1,yes,yes,No Risk
less_0,17,prior_payments_delayed,car_new,3366,less_100,1_to_4,2,female,none,2,car_other,31,stores,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,7192,100_to_500,1_to_4,3,male,none,3,car_other,50,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,6932,100_to_500,4_to_7,5,female,none,4,car_other,35,none,own,1,management_self-employed,1,yes,yes,Risk
no_checking,33,prior_payments_delayed,furniture,4603,500_to_1000,greater_7,4,male,none,3,unknown,59,none,own,2,skilled,1,yes,yes,Risk
no_checking,19,credits_paid_to_date,car_new,1005,500_to_1000,1_to_4,2,female,none,3,real_estate,33,bank,own,1,unskilled,1,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,furniture,3481,500_to_1000,1_to_4,2,male,none,3,car_other,43,none,own,1,skilled,2,yes,yes,No Risk
no_checking,21,credits_paid_to_date,retraining,4789,100_to_500,greater_7,3,male,none,4,savings_insurance,43,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,32,outstanding_credit,vacation,6483,500_to_1000,4_to_7,3,female,none,4,unknown,44,none,own,2,skilled,1,yes,yes,Risk
greater_200,22,credits_paid_to_date,car_used,250,less_100,1_to_4,3,female,none,3,real_estate,37,none,own,1,skilled,1,none,yes,No Risk
less_0,9,no_credits,car_new,438,less_100,unemployed,1,male,co-applicant,2,savings_insurance,30,stores,own,2,unskilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,furniture,850,less_100,less_1,2,male,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,4649,100_to_500,4_to_7,4,female,none,3,savings_insurance,44,none,own,2,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,none,2,real_estate,19,stores,rent,2,unskilled,1,none,yes,Risk
no_checking,30,prior_payments_delayed,car_used,5241,100_to_500,1_to_4,2,male,none,3,savings_insurance,37,none,own,1,skilled,2,yes,yes,Risk
0_to_200,42,prior_payments_delayed,repairs,1420,500_to_1000,greater_7,3,female,none,2,car_other,26,stores,own,1,unskilled,1,none,yes,No Risk
greater_200,21,credits_paid_to_date,car_used,3170,greater_1000,greater_7,3,male,none,2,savings_insurance,41,none,rent,1,skilled,1,none,yes,Risk
0_to_200,28,credits_paid_to_date,radio_tv,337,100_to_500,less_1,1,female,none,2,car_other,21,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,car_new,2638,less_100,1_to_4,3,male,none,3,savings_insurance,27,none,own,2,skilled,1,yes,yes,Risk
no_checking,30,prior_payments_delayed,radio_tv,9560,100_to_500,4_to_7,3,male,co-applicant,3,unknown,39,none,free,2,skilled,1,none,yes,Risk
0_to_200,18,prior_payments_delayed,radio_tv,4560,500_to_1000,1_to_4,3,male,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,45,prior_payments_delayed,other,6580,500_to_1000,4_to_7,4,male,none,4,car_other,32,none,own,1,skilled,1,yes,yes,No Risk
less_0,20,prior_payments_delayed,radio_tv,1023,100_to_500,greater_7,3,male,none,2,savings_insurance,33,none,rent,2,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,332,less_100,1_to_4,2,male,none,3,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,13,prior_payments_delayed,furniture,690,less_100,1_to_4,3,male,none,3,savings_insurance,27,none,own,1,skilled,2,yes,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,unemployed,1,female,none,1,real_estate,20,none,rent,2,skilled,1,none,yes,No Risk
no_checking,44,prior_payments_delayed,radio_tv,5275,unknown,greater_7,5,male,co-applicant,5,unknown,53,none,free,2,skilled,2,yes,yes,Risk
no_checking,48,outstanding_credit,other,8310,500_to_1000,4_to_7,5,male,co-applicant,4,unknown,36,none,free,2,skilled,2,yes,yes,Risk
0_to_200,19,prior_payments_delayed,retraining,3944,100_to_500,1_to_4,2,female,none,2,car_other,43,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,education,250,100_to_500,less_1,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,retraining,2987,100_to_500,less_1,2,female,none,2,savings_insurance,39,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,2,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,repairs,6418,500_to_1000,4_to_7,5,male,none,4,car_other,43,none,free,2,management_self-employed,1,yes,no,No Risk
less_0,6,prior_payments_delayed,car_new,1918,less_100,less_1,2,male,none,1,car_other,19,none,own,1,skilled,1,none,yes,Risk
no_checking,31,prior_payments_delayed,business,6811,100_to_500,1_to_4,3,male,none,4,savings_insurance,56,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,1,female,none,2,car_other,31,none,own,1,skilled,1,yes,yes,No Risk
no_checking,40,prior_payments_delayed,vacation,6795,greater_1000,4_to_7,3,female,co-applicant,2,unknown,40,bank,own,2,unskilled,2,yes,yes,Risk
0_to_200,33,outstanding_credit,vacation,1006,500_to_1000,4_to_7,4,male,none,3,car_other,26,none,own,2,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_used,4042,500_to_1000,4_to_7,3,male,co-applicant,2,car_other,40,none,own,1,skilled,1,yes,yes,Risk
0_to_200,17,credits_paid_to_date,car_new,250,less_100,less_1,1,female,none,1,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,retraining,4411,less_100,4_to_7,2,male,none,1,savings_insurance,35,stores,own,2,skilled,1,none,yes,No Risk
no_checking,12,credits_paid_to_date,car_new,484,100_to_500,less_1,2,female,none,2,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_new,536,less_100,1_to_4,2,female,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_new,250,500_to_1000,1_to_4,1,male,none,2,real_estate,29,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,23,outstanding_credit,appliances,2649,500_to_1000,1_to_4,2,male,none,2,car_other,32,none,own,2,skilled,1,none,yes,Risk
less_0,22,prior_payments_delayed,furniture,1779,greater_1000,greater_7,3,male,none,3,car_other,31,stores,own,2,skilled,2,yes,yes,Risk
0_to_200,17,prior_payments_delayed,radio_tv,2164,100_to_500,less_1,2,male,none,3,savings_insurance,36,none,own,1,management_self-employed,1,yes,yes,No Risk
0_to_200,12,credits_paid_to_date,car_new,296,500_to_1000,1_to_4,2,male,none,2,savings_insurance,21,none,own,3,skilled,1,none,yes,No Risk
greater_200,21,credits_paid_to_date,radio_tv,4722,less_100,4_to_7,3,female,none,3,car_other,44,none,own,2,skilled,1,none,yes,Risk
less_0,7,all_credits_paid_back,car_used,779,100_to_500,less_1,1,female,none,2,real_estate,28,none,own,2,skilled,1,none,yes,No Risk
no_checking,50,outstanding_credit,appliances,10184,greater_1000,greater_7,5,male,co-applicant,5,unknown,53,none,own,3,skilled,2,yes,yes,Risk
less_0,15,credits_paid_to_date,car_used,250,500_to_1000,4_to_7,3,male,none,1,savings_insurance,28,none,rent,1,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,repairs,6169,unknown,greater_7,5,female,co-applicant,5,unknown,47,stores,own,3,unskilled,2,yes,yes,Risk
no_checking,19,outstanding_credit,retraining,8121,100_to_500,4_to_7,4,male,none,3,unknown,38,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,30,credits_paid_to_date,education,2875,less_100,1_to_4,2,male,none,3,real_estate,33,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,2890,less_100,1_to_4,2,female,none,2,real_estate,26,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,other,6675,100_to_500,greater_7,4,female,none,3,car_other,47,none,free,2,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,furniture,5692,500_to_1000,1_to_4,4,female,none,3,unknown,38,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,6302,100_to_500,less_1,4,female,co-applicant,3,savings_insurance,45,none,own,1,skilled,1,none,yes,No Risk
less_0,13,prior_payments_delayed,car_used,2458,less_100,less_1,3,male,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,9,prior_payments_delayed,car_new,4609,less_100,1_to_4,3,male,none,2,savings_insurance,36,none,rent,1,skilled,2,none,yes,No Risk
less_0,12,prior_payments_delayed,car_new,4304,500_to_1000,greater_7,2,female,none,3,unknown,24,stores,rent,1,skilled,2,none,yes,No Risk
0_to_200,29,credits_paid_to_date,furniture,2642,less_100,1_to_4,2,female,none,3,savings_insurance,41,none,rent,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,business,6891,500_to_1000,4_to_7,3,female,none,4,unknown,48,none,own,2,skilled,2,yes,yes,Risk
less_0,8,prior_payments_delayed,car_new,368,less_100,less_1,2,female,none,2,real_estate,29,none,rent,1,skilled,1,none,yes,No Risk
greater_200,19,credits_paid_to_date,retraining,5242,100_to_500,1_to_4,2,male,none,1,savings_insurance,38,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,less_1,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,5060,100_to_500,4_to_7,3,male,none,3,unknown,50,none,own,2,management_self-employed,1,yes,yes,No Risk
no_checking,21,outstanding_credit,furniture,2960,500_to_1000,1_to_4,2,male,none,4,unknown,27,none,own,1,skilled,1,yes,yes,Risk
no_checking,36,outstanding_credit,radio_tv,7689,greater_1000,greater_7,4,male,co-applicant,3,unknown,51,none,free,2,skilled,1,yes,yes,Risk
less_0,4,no_credits,car_new,250,less_100,less_1,1,female,none,1,real_estate,23,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,14,all_credits_paid_back,car_used,3072,less_100,1_to_4,3,female,none,3,real_estate,30,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,5,all_credits_paid_back,car_new,250,100_to_500,1_to_4,1,female,none,1,real_estate,31,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,44,outstanding_credit,education,9119,greater_1000,greater_7,5,male,co-applicant,4,unknown,46,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,20,outstanding_credit,furniture,3893,500_to_1000,4_to_7,4,male,none,3,unknown,42,none,own,2,skilled,1,yes,yes,Risk
no_checking,31,prior_payments_delayed,business,4999,100_to_500,4_to_7,4,female,none,3,unknown,51,none,own,1,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,male,none,3,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,business,5245,100_to_500,1_to_4,3,male,none,4,savings_insurance,46,none,own,1,management_self-employed,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,26,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,business,4313,less_100,1_to_4,4,female,none,2,car_other,38,bank,own,2,unemployed,2,none,yes,No Risk
0_to_200,12,credits_paid_to_date,vacation,1376,less_100,less_1,3,female,none,1,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,1931,less_100,unemployed,1,female,none,2,real_estate,24,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,9,all_credits_paid_back,car_new,1455,less_100,less_1,2,female,none,3,car_other,19,bank,own,1,unskilled,1,yes,yes,No Risk
0_to_200,31,outstanding_credit,furniture,3811,100_to_500,4_to_7,3,male,none,2,car_other,34,none,own,1,skilled,1,none,yes,Risk
0_to_200,15,credits_paid_to_date,car_new,1327,less_100,less_1,3,female,none,2,real_estate,39,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,vacation,6563,less_100,4_to_7,3,female,none,2,car_other,42,bank,own,2,unskilled,2,yes,yes,No Risk
no_checking,13,credits_paid_to_date,car_used,1506,less_100,4_to_7,4,male,none,4,savings_insurance,36,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,4422,unknown,greater_7,5,male,none,4,savings_insurance,43,none,own,2,skilled,1,none,yes,No Risk
0_to_200,12,credits_paid_to_date,vacation,3349,500_to_1000,less_1,1,male,none,3,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,24,credits_paid_to_date,furniture,2912,less_100,less_1,3,male,none,3,savings_insurance,30,none,rent,2,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,other,8575,unknown,4_to_7,5,male,none,4,unknown,45,stores,free,2,unskilled,2,yes,yes,Risk
0_to_200,29,credits_paid_to_date,furniture,6343,500_to_1000,1_to_4,3,male,none,2,savings_insurance,34,bank,own,2,unskilled,1,none,yes,No Risk
0_to_200,4,no_credits,repairs,250,less_100,less_1,1,male,none,2,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,6780,100_to_500,less_1,2,male,none,4,car_other,40,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,8,prior_payments_delayed,furniture,250,less_100,4_to_7,3,male,none,3,real_estate,36,none,own,1,skilled,1,yes,yes,No Risk
no_checking,37,prior_payments_delayed,radio_tv,6326,500_to_1000,greater_7,5,male,co-applicant,3,unknown,56,none,free,2,skilled,1,yes,yes,Risk
0_to_200,24,outstanding_credit,education,690,unknown,4_to_7,3,male,none,3,savings_insurance,35,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,5728,unknown,4_to_7,4,male,none,5,car_other,46,none,free,3,skilled,2,yes,yes,No Risk
less_0,27,credits_paid_to_date,car_new,1675,less_100,4_to_7,3,male,none,2,savings_insurance,31,none,own,1,skilled,1,yes,yes,No Risk
no_checking,28,prior_payments_delayed,appliances,6272,500_to_1000,greater_7,4,male,co-applicant,4,car_other,42,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,appliances,250,100_to_500,less_1,2,female,none,1,savings_insurance,40,none,own,2,skilled,2,yes,yes,No Risk
no_checking,27,outstanding_credit,furniture,4041,500_to_1000,4_to_7,3,male,none,2,savings_insurance,52,stores,free,2,unskilled,2,yes,yes,No Risk
no_checking,26,outstanding_credit,business,9293,500_to_1000,greater_7,4,male,none,3,car_other,57,none,free,3,skilled,1,yes,no,Risk
no_checking,22,prior_payments_delayed,car_used,2916,500_to_1000,1_to_4,3,male,none,3,savings_insurance,27,none,own,1,skilled,1,none,yes,Risk
greater_200,25,outstanding_credit,appliances,4400,500_to_1000,1_to_4,2,female,none,3,unknown,43,stores,own,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,furniture,5424,greater_1000,greater_7,5,male,co-applicant,5,car_other,33,none,free,1,skilled,1,yes,yes,Risk
0_to_200,34,prior_payments_delayed,radio_tv,6163,100_to_500,1_to_4,4,male,none,3,savings_insurance,33,none,own,2,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,education,5194,100_to_500,less_1,4,female,none,4,car_other,26,none,own,2,skilled,1,none,yes,Risk
no_checking,44,prior_payments_delayed,radio_tv,7899,unknown,greater_7,5,male,co-applicant,4,unknown,54,none,free,3,unskilled,1,yes,yes,Risk
no_checking,26,all_credits_paid_back,appliances,5232,less_100,1_to_4,3,male,none,3,real_estate,26,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,radio_tv,3261,less_100,less_1,3,male,none,3,real_estate,36,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,46,outstanding_credit,education,5670,unknown,greater_7,5,male,co-applicant,3,car_other,49,stores,own,2,unskilled,2,yes,yes,No Risk
greater_200,23,credits_paid_to_date,business,4031,500_to_1000,greater_7,4,male,none,4,car_other,47,none,own,2,skilled,2,yes,yes,No Risk
no_checking,34,prior_payments_delayed,appliances,5422,500_to_1000,4_to_7,5,female,none,4,unknown,34,none,own,2,skilled,2,yes,yes,Risk
no_checking,26,prior_payments_delayed,car_used,4660,100_to_500,1_to_4,3,female,guarantor,4,savings_insurance,60,none,own,2,skilled,1,yes,yes,Risk
0_to_200,17,credits_paid_to_date,car_used,3002,less_100,less_1,3,female,none,2,car_other,41,bank,own,2,unskilled,1,yes,yes,No Risk
no_checking,41,outstanding_credit,radio_tv,6124,greater_1000,greater_7,5,male,co-applicant,5,unknown,51,none,free,2,skilled,2,yes,yes,Risk
0_to_200,18,prior_payments_delayed,repairs,250,100_to_500,1_to_4,2,male,co-applicant,3,real_estate,39,none,own,1,skilled,1,none,yes,No Risk
less_0,24,credits_paid_to_date,retraining,7200,less_100,1_to_4,3,female,none,1,unknown,29,none,own,1,skilled,1,none,yes,No Risk
greater_200,32,outstanding_credit,furniture,1528,greater_1000,1_to_4,4,male,none,4,car_other,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,car_used,2605,less_100,1_to_4,3,female,none,3,savings_insurance,36,none,free,1,skilled,1,none,no,Risk
no_checking,17,credits_paid_to_date,car_used,1841,100_to_500,less_1,2,male,none,2,real_estate,35,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,credits_paid_to_date,appliances,4989,100_to_500,greater_7,4,male,none,3,savings_insurance,39,none,own,2,skilled,2,yes,yes,No Risk
no_checking,31,outstanding_credit,repairs,5548,500_to_1000,4_to_7,4,male,none,4,savings_insurance,32,stores,own,1,skilled,2,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,car_new,3689,500_to_1000,unemployed,1,male,none,1,real_estate,36,none,own,1,skilled,2,yes,yes,No Risk
less_0,11,all_credits_paid_back,car_new,716,less_100,unemployed,1,male,none,2,real_estate,38,stores,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,5072,100_to_500,1_to_4,3,male,co-applicant,4,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,appliances,3176,greater_1000,greater_7,4,male,co-applicant,4,car_other,70,none,own,2,skilled,1,yes,yes,Risk
no_checking,32,all_credits_paid_back,furniture,4005,greater_1000,4_to_7,3,male,none,2,car_other,35,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,appliances,4777,500_to_1000,greater_7,5,male,guarantor,4,car_other,36,none,free,2,skilled,1,yes,yes,Risk
no_checking,32,prior_payments_delayed,car_used,5497,500_to_1000,4_to_7,4,male,guarantor,5,car_other,51,none,free,2,skilled,1,yes,yes,No Risk
greater_200,18,credits_paid_to_date,car_new,1325,less_100,1_to_4,2,female,none,2,savings_insurance,36,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,appliances,4902,greater_1000,greater_7,4,male,co-applicant,4,savings_insurance,46,none,own,1,skilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,6568,100_to_500,less_1,4,male,none,5,car_other,31,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,vacation,6386,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,49,none,own,1,skilled,1,yes,yes,Risk
no_checking,31,outstanding_credit,furniture,7285,500_to_1000,4_to_7,4,male,co-applicant,5,car_other,32,none,own,1,management_self-employed,2,yes,yes,Risk
less_0,27,credits_paid_to_date,car_new,1815,less_100,4_to_7,2,male,none,3,savings_insurance,36,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,7,no_credits,car_new,250,less_100,unemployed,2,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,33,prior_payments_delayed,car_used,3130,greater_1000,4_to_7,3,female,co-applicant,4,car_other,45,none,own,2,skilled,1,yes,yes,Risk
no_checking,29,outstanding_credit,furniture,6815,unknown,greater_7,4,male,co-applicant,3,car_other,36,none,own,2,skilled,1,yes,yes,Risk
less_0,24,credits_paid_to_date,car_used,1380,less_100,4_to_7,2,male,none,1,savings_insurance,30,stores,own,1,skilled,1,none,no,No Risk
no_checking,17,credits_paid_to_date,repairs,1574,100_to_500,less_1,2,male,none,3,real_estate,38,none,own,1,management_self-employed,2,none,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,7460,100_to_500,greater_7,5,male,co-applicant,5,unknown,44,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,23,credits_paid_to_date,radio_tv,6649,less_100,4_to_7,4,female,none,3,car_other,28,none,own,2,skilled,1,none,yes,No Risk
0_to_200,37,prior_payments_delayed,appliances,4771,500_to_1000,greater_7,3,female,none,4,car_other,39,none,own,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,education,250,100_to_500,4_to_7,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,21,outstanding_credit,business,5921,less_100,greater_7,4,male,none,4,savings_insurance,39,none,own,1,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,4177,500_to_1000,4_to_7,4,male,none,3,savings_insurance,39,none,own,2,skilled,2,yes,yes,Risk
no_checking,29,credits_paid_to_date,furniture,7061,100_to_500,1_to_4,3,female,none,4,savings_insurance,38,bank,own,2,unskilled,1,none,yes,No Risk
0_to_200,10,prior_payments_delayed,furniture,250,less_100,4_to_7,1,male,co-applicant,2,car_other,41,stores,own,1,unskilled,1,yes,yes,Risk
no_checking,24,prior_payments_delayed,radio_tv,7762,greater_1000,less_1,4,male,none,3,savings_insurance,39,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,20,credits_paid_to_date,furniture,3801,500_to_1000,1_to_4,2,female,none,1,car_other,22,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,39,prior_payments_delayed,appliances,9683,500_to_1000,4_to_7,4,male,co-applicant,4,car_other,49,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,14,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,3,savings_insurance,19,stores,own,1,skilled,1,none,yes,Risk
less_0,25,credits_paid_to_date,retraining,4448,500_to_1000,4_to_7,4,male,none,3,car_other,39,none,own,2,skilled,1,none,no,No Risk
0_to_200,5,prior_payments_delayed,furniture,1654,less_100,1_to_4,3,male,none,4,real_estate,25,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,business,5193,100_to_500,4_to_7,4,female,none,5,car_other,46,none,own,3,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,2,real_estate,22,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,27,prior_payments_delayed,radio_tv,2344,less_100,4_to_7,3,female,none,3,savings_insurance,30,bank,own,2,unemployed,1,none,yes,No Risk
less_0,14,all_credits_paid_back,vacation,587,500_to_1000,1_to_4,3,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,21,outstanding_credit,business,4582,100_to_500,greater_7,4,male,none,3,unknown,40,none,own,1,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,100_to_500,less_1,1,male,none,1,real_estate,25,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,9,prior_payments_delayed,furniture,3047,less_100,1_to_4,3,male,none,3,savings_insurance,35,bank,own,1,unskilled,1,yes,yes,No Risk
0_to_200,4,prior_payments_delayed,furniture,250,500_to_1000,4_to_7,1,male,none,1,car_other,28,stores,rent,2,skilled,1,yes,yes,No Risk
less_0,8,all_credits_paid_back,car_new,250,100_to_500,1_to_4,1,male,none,1,savings_insurance,34,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,1710,100_to_500,4_to_7,3,female,none,3,real_estate,43,bank,own,1,unemployed,1,none,yes,No Risk
0_to_200,39,prior_payments_delayed,business,5478,100_to_500,1_to_4,3,female,none,2,savings_insurance,43,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,23,prior_payments_delayed,car_used,3416,500_to_1000,1_to_4,3,male,none,4,savings_insurance,34,none,own,1,skilled,1,none,yes,No Risk
no_checking,43,prior_payments_delayed,repairs,8222,500_to_1000,greater_7,5,male,co-applicant,4,unknown,47,none,free,2,skilled,1,yes,yes,Risk
no_checking,36,prior_payments_delayed,appliances,5855,500_to_1000,greater_7,4,male,none,5,savings_insurance,42,none,own,2,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,763,less_100,less_1,2,female,none,1,savings_insurance,29,stores,own,1,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,vacation,250,less_100,1_to_4,2,female,co-applicant,1,real_estate,42,stores,own,1,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,8256,unknown,greater_7,4,female,co-applicant,3,unknown,50,none,free,3,skilled,2,yes,yes,Risk
0_to_200,14,credits_paid_to_date,furniture,250,less_100,1_to_4,2,female,none,2,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
greater_200,34,prior_payments_delayed,furniture,5470,100_to_500,4_to_7,4,male,none,4,car_other,33,none,own,2,skilled,1,none,no,Risk
no_checking,23,prior_payments_delayed,car_used,7744,100_to_500,greater_7,3,male,co-applicant,4,car_other,39,none,free,2,management_self-employed,1,none,yes,Risk
greater_200,24,prior_payments_delayed,education,3598,100_to_500,1_to_4,3,male,none,4,unknown,38,none,free,1,skilled,1,yes,yes,No Risk
0_to_200,7,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,6222,500_to_1000,4_to_7,3,female,none,4,car_other,41,none,own,2,skilled,2,yes,yes,Risk
greater_200,4,all_credits_paid_back,education,250,500_to_1000,1_to_4,1,female,none,2,real_estate,28,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,4101,greater_1000,4_to_7,4,male,none,4,car_other,43,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,19,credits_paid_to_date,radio_tv,4459,100_to_500,4_to_7,4,female,none,3,real_estate,36,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,1711,less_100,less_1,3,female,none,2,real_estate,30,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,10,credits_paid_to_date,furniture,250,less_100,less_1,2,female,none,3,real_estate,23,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,35,prior_payments_delayed,furniture,4100,100_to_500,4_to_7,4,male,none,3,savings_insurance,30,none,own,2,skilled,1,none,yes,No Risk
0_to_200,5,prior_payments_delayed,furniture,250,less_100,1_to_4,1,male,none,1,real_estate,25,none,rent,1,skilled,1,yes,yes,No Risk
less_0,16,prior_payments_delayed,car_new,3681,less_100,4_to_7,3,male,none,3,savings_insurance,30,none,own,1,skilled,2,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,23,credits_paid_to_date,repairs,2951,500_to_1000,4_to_7,2,male,none,3,savings_insurance,31,stores,rent,2,unskilled,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,radio_tv,2604,unknown,greater_7,4,female,none,4,car_other,39,none,own,2,skilled,1,none,yes,Risk
0_to_200,34,outstanding_credit,appliances,4174,500_to_1000,1_to_4,4,female,none,2,car_other,44,none,own,2,skilled,1,none,yes,No Risk
no_checking,15,credits_paid_to_date,radio_tv,5356,less_100,4_to_7,4,male,none,3,savings_insurance,51,none,own,2,management_self-employed,2,none,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,5661,500_to_1000,4_to_7,4,male,none,5,savings_insurance,44,stores,rent,2,unskilled,1,none,yes,No Risk
no_checking,36,credits_paid_to_date,business,3631,100_to_500,1_to_4,4,female,none,3,savings_insurance,48,none,own,2,skilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,repairs,5238,greater_1000,4_to_7,4,male,none,3,car_other,50,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,no_credits,education,586,less_100,1_to_4,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,23,outstanding_credit,furniture,5180,greater_1000,less_1,3,male,none,2,unknown,46,none,own,2,skilled,1,yes,yes,Risk
less_0,12,prior_payments_delayed,car_new,250,greater_1000,less_1,2,male,none,1,savings_insurance,22,stores,rent,1,skilled,1,none,yes,No Risk
less_0,14,prior_payments_delayed,business,4921,less_100,1_to_4,3,male,none,2,savings_insurance,29,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,5,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,3,real_estate,22,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,34,outstanding_credit,repairs,6863,unknown,greater_7,5,male,co-applicant,4,unknown,49,none,own,2,skilled,2,yes,yes,Risk
0_to_200,10,no_credits,car_new,250,less_100,unemployed,1,female,none,3,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,furniture,5961,500_to_1000,1_to_4,4,male,none,4,car_other,50,none,own,3,skilled,1,yes,yes,Risk
no_checking,41,prior_payments_delayed,radio_tv,7143,500_to_1000,greater_7,5,male,co-applicant,5,unknown,47,none,free,2,skilled,1,yes,yes,Risk
0_to_200,15,credits_paid_to_date,furniture,1350,less_100,less_1,2,female,none,2,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,5678,500_to_1000,4_to_7,4,male,none,3,unknown,54,none,free,2,skilled,1,yes,yes,Risk
no_checking,34,prior_payments_delayed,furniture,5851,greater_1000,greater_7,4,male,co-applicant,4,unknown,51,none,own,2,skilled,1,yes,yes,Risk
no_checking,8,prior_payments_delayed,car_new,899,100_to_500,4_to_7,2,male,none,3,savings_insurance,27,bank,own,1,unskilled,1,yes,yes,No Risk
no_checking,30,prior_payments_delayed,radio_tv,8357,500_to_1000,greater_7,3,male,co-applicant,4,unknown,53,none,free,2,skilled,1,yes,yes,Risk
no_checking,15,credits_paid_to_date,car_new,2685,100_to_500,4_to_7,4,female,none,2,savings_insurance,46,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,other,9086,500_to_1000,1_to_4,4,male,guarantor,3,unknown,47,none,free,2,skilled,1,yes,yes,Risk
less_0,6,all_credits_paid_back,education,250,100_to_500,4_to_7,2,female,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,repairs,1096,100_to_500,1_to_4,3,female,none,1,savings_insurance,29,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,30,all_credits_paid_back,car_used,1102,100_to_500,unemployed,3,female,none,4,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_used,3831,100_to_500,1_to_4,2,female,none,2,car_other,43,none,rent,1,skilled,2,none,yes,Risk
less_0,10,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,none,2,real_estate,34,none,own,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,furniture,2477,less_100,4_to_7,3,male,none,4,car_other,35,none,own,1,skilled,1,yes,yes,No Risk
greater_200,14,prior_payments_delayed,furniture,3608,100_to_500,greater_7,3,male,none,3,car_other,39,stores,own,2,skilled,2,yes,yes,Risk
no_checking,25,credits_paid_to_date,business,6597,less_100,greater_7,5,female,none,4,savings_insurance,48,none,own,2,skilled,1,yes,yes,Risk
less_0,11,no_credits,car_used,1645,less_100,less_1,2,female,none,1,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,credits_paid_to_date,furniture,3914,100_to_500,1_to_4,4,male,none,2,savings_insurance,39,stores,own,1,unskilled,2,yes,yes,No Risk
no_checking,16,credits_paid_to_date,retraining,1519,100_to_500,1_to_4,3,female,none,3,savings_insurance,33,none,rent,1,skilled,1,yes,yes,No Risk
no_checking,27,outstanding_credit,appliances,8569,500_to_1000,4_to_7,4,male,none,4,unknown,46,none,free,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,2,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,27,outstanding_credit,appliances,5139,500_to_1000,4_to_7,3,male,none,3,savings_insurance,45,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,8,all_credits_paid_back,furniture,2931,100_to_500,less_1,1,female,none,3,savings_insurance,49,none,own,2,skilled,1,none,yes,No Risk
no_checking,26,credits_paid_to_date,radio_tv,10639,less_100,4_to_7,5,female,none,5,unknown,42,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,21,prior_payments_delayed,car_used,3010,less_100,4_to_7,2,female,co-applicant,1,car_other,34,bank,own,1,unemployed,1,yes,yes,Risk
0_to_200,25,credits_paid_to_date,radio_tv,3373,less_100,4_to_7,3,female,none,3,car_other,37,none,own,2,skilled,2,yes,yes,No Risk
less_0,22,prior_payments_delayed,car_new,3554,less_100,less_1,1,male,none,1,car_other,32,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,furniture,7227,100_to_500,4_to_7,4,male,co-applicant,4,savings_insurance,45,none,free,3,management_self-employed,2,yes,yes,Risk
no_checking,33,outstanding_credit,radio_tv,7233,500_to_1000,greater_7,5,male,co-applicant,5,unknown,34,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,32,outstanding_credit,other,10292,100_to_500,greater_7,6,male,co-applicant,5,car_other,61,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,24,outstanding_credit,appliances,3415,100_to_500,1_to_4,3,male,none,4,savings_insurance,26,none,own,1,skilled,2,yes,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,6775,greater_1000,4_to_7,3,female,none,4,car_other,39,none,own,2,skilled,1,none,yes,Risk
greater_200,18,outstanding_credit,furniture,4686,100_to_500,4_to_7,3,male,guarantor,4,savings_insurance,50,none,free,1,skilled,1,yes,yes,Risk
no_checking,33,prior_payments_delayed,appliances,6516,500_to_1000,4_to_7,4,male,none,4,car_other,54,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_used,312,less_100,unemployed,2,male,none,1,real_estate,26,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,33,all_credits_paid_back,radio_tv,4420,100_to_500,less_1,4,male,none,3,real_estate,34,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,19,credits_paid_to_date,retraining,250,less_100,less_1,2,female,none,2,savings_insurance,21,none,own,1,skilled,1,none,yes,No Risk
less_0,24,credits_paid_to_date,furniture,1859,500_to_1000,4_to_7,3,female,none,2,real_estate,28,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,5,prior_payments_delayed,car_new,1152,less_100,4_to_7,3,female,none,1,car_other,25,none,own,1,skilled,2,none,yes,No Risk
no_checking,27,prior_payments_delayed,car_used,4893,100_to_500,1_to_4,4,male,none,5,savings_insurance,44,none,own,2,management_self-employed,1,none,yes,Risk
greater_200,9,credits_paid_to_date,appliances,938,less_100,4_to_7,3,female,none,3,savings_insurance,40,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,31,outstanding_credit,vacation,5622,100_to_500,1_to_4,4,female,none,2,unknown,39,none,free,2,skilled,1,none,yes,No Risk
greater_200,28,prior_payments_delayed,radio_tv,4153,100_to_500,1_to_4,4,male,none,3,car_other,40,none,free,2,skilled,1,none,yes,Risk
less_0,9,all_credits_paid_back,car_used,250,less_100,1_to_4,2,male,none,2,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,furniture,5006,100_to_500,1_to_4,3,male,none,4,unknown,48,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,radio_tv,2207,100_to_500,4_to_7,2,male,none,3,savings_insurance,32,stores,own,2,unskilled,2,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,309,less_100,less_1,2,male,none,2,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
greater_200,26,credits_paid_to_date,repairs,6010,greater_1000,greater_7,4,male,none,4,car_other,42,none,own,2,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,less_1,1,male,none,1,real_estate,26,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,car_new,3879,less_100,less_1,3,female,co-applicant,4,savings_insurance,40,none,own,1,skilled,1,yes,yes,Risk
greater_200,19,outstanding_credit,car_used,4467,100_to_500,less_1,3,male,none,3,car_other,28,stores,own,3,unskilled,2,yes,yes,No Risk
no_checking,24,outstanding_credit,appliances,6197,unknown,4_to_7,4,male,none,3,car_other,45,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,34,prior_payments_delayed,radio_tv,5417,greater_1000,4_to_7,2,male,none,3,car_other,40,bank,own,2,unemployed,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,337,less_100,unemployed,1,female,none,1,savings_insurance,26,none,own,1,skilled,1,yes,yes,No Risk
less_0,9,credits_paid_to_date,furniture,1630,less_100,less_1,2,female,none,1,savings_insurance,25,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,24,credits_paid_to_date,appliances,4165,less_100,4_to_7,4,male,none,2,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,furniture,2072,less_100,less_1,1,female,none,1,real_estate,22,stores,own,1,skilled,1,none,yes,No Risk
no_checking,18,outstanding_credit,car_used,1620,500_to_1000,1_to_4,3,male,none,2,car_other,30,none,free,1,skilled,1,none,yes,Risk
no_checking,28,prior_payments_delayed,appliances,6893,100_to_500,4_to_7,4,female,none,4,unknown,45,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,15,credits_paid_to_date,car_new,1299,100_to_500,less_1,3,female,none,3,real_estate,36,none,free,2,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,appliances,7333,greater_1000,1_to_4,4,female,none,4,unknown,54,none,own,2,management_self-employed,2,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_used,250,less_100,1_to_4,3,male,none,2,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
0_to_200,33,outstanding_credit,radio_tv,4296,500_to_1000,greater_7,4,male,none,2,unknown,42,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,5,all_credits_paid_back,appliances,4991,less_100,less_1,3,female,none,3,car_other,28,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,25,all_credits_paid_back,retraining,8381,500_to_1000,1_to_4,4,female,none,4,savings_insurance,43,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,education,790,less_100,1_to_4,3,male,none,1,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,furniture,6052,500_to_1000,4_to_7,4,female,none,4,car_other,42,none,own,3,unskilled,2,yes,yes,Risk
no_checking,28,prior_payments_delayed,car_used,4833,100_to_500,4_to_7,4,female,none,4,unknown,45,bank,free,2,unskilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,4570,500_to_1000,less_1,3,female,none,3,real_estate,38,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,12,credits_paid_to_date,car_used,3563,less_100,4_to_7,2,male,none,2,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,1,real_estate,31,stores,own,1,skilled,1,none,yes,No Risk
no_checking,13,credits_paid_to_date,vacation,7200,100_to_500,1_to_4,3,male,none,4,car_other,35,none,own,2,management_self-employed,2,yes,yes,Risk
0_to_200,33,prior_payments_delayed,furniture,2309,100_to_500,greater_7,3,male,none,3,savings_insurance,33,stores,own,1,unskilled,2,none,yes,No Risk
less_0,8,no_credits,car_new,250,less_100,less_1,1,female,none,1,real_estate,21,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,other,6307,500_to_1000,1_to_4,3,male,guarantor,3,car_other,46,none,free,1,skilled,1,yes,yes,No Risk
0_to_200,20,credits_paid_to_date,retraining,1241,100_to_500,1_to_4,2,male,none,1,car_other,19,stores,rent,1,unskilled,1,none,yes,Risk
less_0,19,credits_paid_to_date,car_used,1286,less_100,less_1,2,female,none,3,car_other,23,stores,own,1,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,furniture,7086,500_to_1000,greater_7,5,male,co-applicant,3,unknown,55,none,free,2,skilled,1,yes,yes,Risk
greater_200,25,credits_paid_to_date,car_used,9295,100_to_500,1_to_4,3,male,co-applicant,3,unknown,42,none,free,2,skilled,1,none,yes,No Risk
less_0,18,credits_paid_to_date,vacation,900,less_100,less_1,2,female,none,1,savings_insurance,32,none,own,2,skilled,1,none,yes,No Risk
0_to_200,33,prior_payments_delayed,business,2976,100_to_500,greater_7,3,female,none,2,savings_insurance,32,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,2265,less_100,less_1,2,male,none,2,savings_insurance,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,other,7929,greater_1000,greater_7,5,male,co-applicant,4,car_other,44,none,free,2,management_self-employed,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,unemployed,1,male,none,2,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,car_new,3175,500_to_1000,less_1,2,male,none,3,real_estate,36,none,rent,1,skilled,1,none,yes,No Risk
no_checking,12,credits_paid_to_date,car_new,7593,less_100,1_to_4,4,male,none,3,savings_insurance,46,stores,free,2,skilled,1,yes,yes,No Risk
no_checking,40,prior_payments_delayed,furniture,7987,500_to_1000,greater_7,5,male,co-applicant,5,car_other,45,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,27,prior_payments_delayed,appliances,6479,500_to_1000,1_to_4,3,female,none,2,car_other,40,none,own,1,skilled,1,yes,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,5592,500_to_1000,1_to_4,4,male,none,3,car_other,45,none,own,1,skilled,1,none,yes,Risk
0_to_200,21,outstanding_credit,radio_tv,6826,greater_1000,greater_7,4,male,none,3,car_other,34,none,own,2,skilled,1,yes,yes,No Risk
less_0,13,all_credits_paid_back,car_used,1299,less_100,unemployed,2,female,none,3,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,44,prior_payments_delayed,other,5009,500_to_1000,4_to_7,4,male,none,3,savings_insurance,34,none,own,1,skilled,2,yes,yes,No Risk
greater_200,21,outstanding_credit,car_used,5912,100_to_500,4_to_7,4,female,co-applicant,4,unknown,46,none,own,1,skilled,2,yes,yes,Risk
no_checking,8,prior_payments_delayed,furniture,811,100_to_500,1_to_4,2,male,none,2,savings_insurance,33,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,car_new,6544,less_100,1_to_4,4,male,none,3,savings_insurance,32,none,own,2,skilled,1,none,yes,Risk
no_checking,8,credits_paid_to_date,car_new,5992,100_to_500,4_to_7,4,male,none,3,unknown,28,none,free,2,management_self-employed,1,none,yes,No Risk
less_0,11,all_credits_paid_back,vacation,598,less_100,1_to_4,2,female,co-applicant,2,savings_insurance,34,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,19,credits_paid_to_date,car_new,2274,greater_1000,1_to_4,3,male,none,2,real_estate,24,none,own,2,skilled,1,none,yes,Risk
no_checking,28,outstanding_credit,business,5124,500_to_1000,greater_7,5,female,none,3,car_other,39,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,24,prior_payments_delayed,car_used,6415,100_to_500,1_to_4,3,female,none,4,savings_insurance,49,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,14,prior_payments_delayed,car_new,4002,500_to_1000,greater_7,3,female,co-applicant,3,car_other,49,stores,own,1,unskilled,1,yes,yes,Risk
less_0,23,credits_paid_to_date,furniture,250,less_100,less_1,2,male,none,2,real_estate,20,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,car_new,937,less_100,less_1,2,female,none,1,car_other,26,stores,own,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,1841,greater_1000,4_to_7,3,male,co-applicant,3,savings_insurance,46,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,29,outstanding_credit,appliances,6614,100_to_500,greater_7,4,male,none,4,car_other,37,none,free,2,management_self-employed,1,yes,yes,No Risk
less_0,13,prior_payments_delayed,furniture,250,500_to_1000,1_to_4,3,male,none,3,savings_insurance,39,none,own,2,skilled,1,yes,yes,Risk
less_0,14,prior_payments_delayed,car_new,1328,less_100,less_1,2,female,none,2,savings_insurance,27,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,27,prior_payments_delayed,appliances,709,100_to_500,greater_7,3,female,none,2,real_estate,22,stores,rent,2,skilled,2,none,yes,Risk
no_checking,53,outstanding_credit,radio_tv,7032,greater_1000,4_to_7,5,male,co-applicant,5,car_other,44,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,1,savings_insurance,21,none,rent,1,skilled,1,none,yes,No Risk
less_0,9,no_credits,radio_tv,2084,less_100,unemployed,1,female,none,1,real_estate,36,none,rent,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,3626,500_to_1000,1_to_4,2,female,none,4,savings_insurance,47,none,free,2,skilled,2,yes,yes,Risk
less_0,16,credits_paid_to_date,vacation,1216,less_100,less_1,2,male,none,3,real_estate,29,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,21,prior_payments_delayed,radio_tv,1646,unknown,greater_7,4,male,none,3,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,outstanding_credit,other,6559,greater_1000,4_to_7,4,female,none,2,car_other,57,bank,own,2,unskilled,2,yes,yes,Risk
less_0,24,prior_payments_delayed,radio_tv,1569,100_to_500,greater_7,3,female,none,2,savings_insurance,25,stores,free,2,skilled,1,yes,yes,No Risk
0_to_200,30,credits_paid_to_date,furniture,2034,greater_1000,greater_7,3,male,none,2,car_other,39,none,rent,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,1000,less_100,less_1,1,female,none,2,real_estate,34,stores,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,furniture,6740,100_to_500,4_to_7,4,female,none,4,savings_insurance,39,none,own,2,skilled,2,yes,yes,No Risk
no_checking,36,prior_payments_delayed,furniture,2224,500_to_1000,4_to_7,3,male,none,2,savings_insurance,41,none,own,2,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_new,844,less_100,less_1,2,male,none,2,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_used,2624,less_100,4_to_7,3,male,none,2,car_other,33,none,own,2,skilled,1,yes,yes,Risk
no_checking,19,outstanding_credit,radio_tv,7818,100_to_500,4_to_7,3,female,none,4,unknown,40,none,own,1,management_self-employed,1,yes,yes,Risk
greater_200,19,credits_paid_to_date,radio_tv,3670,less_100,1_to_4,3,male,none,4,car_other,33,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,32,prior_payments_delayed,car_used,1905,unknown,1_to_4,4,male,none,4,savings_insurance,33,none,own,1,skilled,1,yes,yes,No Risk
no_checking,31,outstanding_credit,repairs,8411,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,46,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,46,outstanding_credit,appliances,3092,greater_1000,greater_7,3,male,none,3,car_other,50,none,own,2,skilled,1,yes,yes,Risk
no_checking,34,outstanding_credit,appliances,6725,500_to_1000,4_to_7,4,female,none,2,unknown,56,none,free,2,skilled,1,yes,yes,Risk
less_0,9,all_credits_paid_back,car_used,250,100_to_500,less_1,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,5287,500_to_1000,1_to_4,4,male,none,3,savings_insurance,40,none,free,2,management_self-employed,2,yes,yes,No Risk
no_checking,41,outstanding_credit,repairs,3754,unknown,greater_7,5,male,none,5,car_other,55,none,free,2,skilled,2,yes,yes,Risk
no_checking,28,prior_payments_delayed,car_used,5715,unknown,greater_7,5,male,co-applicant,5,savings_insurance,45,none,free,2,skilled,1,yes,yes,Risk
less_0,6,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,co-applicant,2,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,38,credits_paid_to_date,furniture,4965,500_to_1000,4_to_7,4,female,none,3,car_other,37,none,own,3,skilled,1,none,yes,Risk
0_to_200,10,no_credits,car_new,250,less_100,less_1,2,female,none,2,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,education,6555,500_to_1000,4_to_7,5,male,co-applicant,4,savings_insurance,40,none,free,3,management_self-employed,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,100_to_500,less_1,2,female,none,1,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,vacation,3011,less_100,4_to_7,2,male,none,3,car_other,41,none,own,1,skilled,1,none,yes,No Risk
less_0,5,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,45,prior_payments_delayed,appliances,7285,unknown,4_to_7,5,male,co-applicant,4,unknown,41,none,own,2,skilled,1,yes,no,Risk
no_checking,29,prior_payments_delayed,furniture,4061,greater_1000,4_to_7,4,female,co-applicant,3,car_other,45,none,own,2,skilled,1,yes,yes,Risk
less_0,30,outstanding_credit,car_used,5546,100_to_500,4_to_7,3,male,none,2,car_other,34,none,own,1,skilled,1,yes,yes,Risk
0_to_200,17,credits_paid_to_date,furniture,250,less_100,1_to_4,2,male,none,3,savings_insurance,19,none,rent,1,skilled,1,none,yes,Risk
0_to_200,15,credits_paid_to_date,furniture,1350,less_100,4_to_7,2,male,none,3,savings_insurance,29,none,own,1,skilled,1,none,yes,Risk
no_checking,30,prior_payments_delayed,radio_tv,6599,greater_1000,greater_7,5,male,none,4,unknown,41,none,free,2,skilled,1,yes,yes,No Risk
less_0,12,credits_paid_to_date,car_used,5166,less_100,1_to_4,2,male,none,1,car_other,28,stores,rent,1,unskilled,2,yes,yes,No Risk
no_checking,33,outstanding_credit,other,5853,500_to_1000,1_to_4,4,male,none,5,car_other,38,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,35,prior_payments_delayed,furniture,6385,500_to_1000,greater_7,5,male,co-applicant,3,savings_insurance,47,none,free,2,skilled,2,yes,yes,No Risk
no_checking,32,outstanding_credit,repairs,7418,500_to_1000,greater_7,4,male,co-applicant,4,unknown,52,none,free,2,skilled,1,yes,yes,Risk
less_0,16,credits_paid_to_date,furniture,586,500_to_1000,4_to_7,1,female,none,1,savings_insurance,37,stores,own,1,unskilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,2,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,9233,500_to_1000,4_to_7,3,female,none,4,car_other,46,none,free,2,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,car_used,2577,less_100,4_to_7,3,male,none,2,savings_insurance,51,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,co-applicant,3,real_estate,35,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,42,outstanding_credit,appliances,7240,greater_1000,greater_7,5,female,co-applicant,5,unknown,60,none,free,3,skilled,2,yes,yes,Risk
no_checking,28,prior_payments_delayed,business,5626,100_to_500,4_to_7,4,male,none,4,savings_insurance,28,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,6809,100_to_500,4_to_7,4,female,none,3,savings_insurance,46,none,own,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,100_to_500,4_to_7,2,female,none,1,savings_insurance,27,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,3301,less_100,less_1,3,male,none,2,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,radio_tv,1855,500_to_1000,greater_7,4,male,none,3,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,875,100_to_500,less_1,2,female,none,2,car_other,25,bank,rent,2,unemployed,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,car_used,2049,100_to_500,less_1,3,female,none,2,real_estate,36,none,own,1,skilled,1,none,yes,No Risk
less_0,22,prior_payments_delayed,furniture,2849,less_100,4_to_7,3,female,none,3,savings_insurance,33,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,39,outstanding_credit,radio_tv,5846,unknown,greater_7,5,male,co-applicant,5,car_other,56,none,own,2,skilled,2,yes,yes,Risk
no_checking,32,outstanding_credit,furniture,3074,greater_1000,4_to_7,4,male,none,3,savings_insurance,39,none,own,2,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,furniture,2685,less_100,4_to_7,3,female,none,1,real_estate,34,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,1830,500_to_1000,1_to_4,3,male,none,4,real_estate,28,none,own,1,skilled,1,yes,yes,Risk
less_0,18,credits_paid_to_date,vacation,5951,less_100,less_1,3,female,none,2,savings_insurance,20,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,10,outstanding_credit,furniture,3619,100_to_500,less_1,3,female,none,2,savings_insurance,48,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,250,100_to_500,4_to_7,2,female,none,1,savings_insurance,28,stores,own,1,skilled,1,none,yes,No Risk
no_checking,32,all_credits_paid_back,radio_tv,4151,100_to_500,less_1,4,female,none,3,savings_insurance,48,none,own,1,skilled,1,yes,yes,No Risk
no_checking,30,credits_paid_to_date,radio_tv,4074,500_to_1000,less_1,3,male,none,4,savings_insurance,37,none,own,2,skilled,1,yes,yes,Risk
no_checking,12,outstanding_credit,car_new,1197,unknown,1_to_4,3,male,co-applicant,3,real_estate,40,bank,rent,1,unskilled,1,none,yes,Risk
greater_200,42,prior_payments_delayed,furniture,4703,500_to_1000,1_to_4,2,male,none,4,savings_insurance,34,none,own,2,skilled,1,yes,yes,Risk
no_checking,8,credits_paid_to_date,car_new,3460,greater_1000,4_to_7,2,male,guarantor,4,savings_insurance,46,none,own,1,skilled,1,yes,yes,Risk
less_0,12,all_credits_paid_back,car_used,250,less_100,unemployed,2,male,none,2,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,11,credits_paid_to_date,furniture,2872,greater_1000,1_to_4,3,male,none,3,savings_insurance,36,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,furniture,5172,less_100,less_1,3,male,none,3,unknown,34,none,own,1,management_self-employed,1,yes,yes,Risk
no_checking,8,credits_paid_to_date,radio_tv,2936,greater_1000,less_1,3,male,none,2,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
less_0,35,credits_paid_to_date,education,3615,greater_1000,1_to_4,3,male,none,2,savings_insurance,37,none,rent,2,skilled,1,yes,yes,Risk
no_checking,18,credits_paid_to_date,repairs,6332,less_100,4_to_7,4,male,co-applicant,5,savings_insurance,44,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,19,credits_paid_to_date,radio_tv,3003,100_to_500,less_1,3,female,none,2,savings_insurance,43,none,own,2,skilled,1,yes,yes,No Risk
less_0,16,prior_payments_delayed,furniture,250,greater_1000,1_to_4,1,female,none,2,real_estate,40,stores,rent,1,skilled,2,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,6136,100_to_500,1_to_4,3,male,none,4,savings_insurance,41,stores,own,1,unskilled,2,yes,yes,No Risk
no_checking,11,prior_payments_delayed,radio_tv,5761,less_100,1_to_4,4,male,none,3,car_other,37,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,education,2789,100_to_500,4_to_7,4,male,co-applicant,4,savings_insurance,38,none,own,1,skilled,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,business,6254,100_to_500,1_to_4,4,female,none,4,unknown,52,none,own,1,skilled,1,none,yes,No Risk
0_to_200,26,outstanding_credit,furniture,2979,500_to_1000,4_to_7,2,male,none,3,car_other,38,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,10,credits_paid_to_date,vacation,4262,500_to_1000,1_to_4,4,male,none,3,real_estate,22,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,car_used,2138,less_100,1_to_4,3,male,none,2,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,radio_tv,3293,100_to_500,4_to_7,3,male,none,4,car_other,50,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,13,prior_payments_delayed,car_used,1401,less_100,4_to_7,2,male,none,3,unknown,44,stores,own,1,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,education,250,less_100,unemployed,1,female,none,1,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,44,prior_payments_delayed,repairs,6621,500_to_1000,greater_7,5,male,none,3,unknown,35,bank,own,2,unemployed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,1301,100_to_500,less_1,1,female,none,2,real_estate,20,bank,rent,2,unskilled,2,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,5251,500_to_1000,1_to_4,3,male,none,3,savings_insurance,49,none,own,1,skilled,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,car_new,4810,less_100,1_to_4,4,male,none,4,car_other,31,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,36,prior_payments_delayed,furniture,8847,500_to_1000,1_to_4,5,male,co-applicant,4,savings_insurance,41,none,free,2,management_self-employed,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,furniture,4035,less_100,4_to_7,3,female,none,2,savings_insurance,32,none,free,2,skilled,1,yes,yes,No Risk
less_0,30,credits_paid_to_date,furniture,2975,less_100,4_to_7,2,female,none,3,savings_insurance,36,stores,own,2,skilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,education,5484,500_to_1000,4_to_7,5,male,none,3,car_other,33,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,32,credits_paid_to_date,appliances,3065,greater_1000,greater_7,4,male,none,2,savings_insurance,39,bank,own,2,unemployed,1,yes,yes,No Risk
0_to_200,15,prior_payments_delayed,furniture,5757,500_to_1000,greater_7,4,male,none,4,savings_insurance,47,none,own,2,skilled,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,car_new,2538,less_100,4_to_7,3,male,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,31,prior_payments_delayed,radio_tv,5096,500_to_1000,1_to_4,3,male,none,4,car_other,34,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,5395,unknown,4_to_7,4,male,none,4,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,car_new,250,less_100,less_1,2,female,none,1,real_estate,37,none,own,1,skilled,1,yes,yes,No Risk
less_0,17,all_credits_paid_back,furniture,2611,less_100,unemployed,2,male,none,3,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,1613,greater_1000,1_to_4,2,male,none,4,savings_insurance,23,none,own,1,skilled,2,none,yes,Risk
greater_200,23,credits_paid_to_date,radio_tv,5847,greater_1000,greater_7,4,male,none,3,car_other,43,bank,own,2,unemployed,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,929,less_100,1_to_4,1,male,none,2,real_estate,22,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,37,outstanding_credit,appliances,6255,unknown,greater_7,4,male,none,3,unknown,45,none,own,2,skilled,2,yes,yes,No Risk
less_0,4,prior_payments_delayed,furniture,2499,500_to_1000,1_to_4,3,male,none,2,car_other,23,none,own,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,466,less_100,unemployed,2,female,none,3,real_estate,28,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,4,no_credits,car_new,1142,less_100,unemployed,2,male,none,2,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,762,less_100,1_to_4,1,female,none,2,savings_insurance,27,stores,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,radio_tv,5487,greater_1000,4_to_7,4,male,none,4,car_other,51,none,own,2,skilled,2,yes,yes,Risk
less_0,13,all_credits_paid_back,furniture,250,less_100,less_1,2,female,none,1,savings_insurance,26,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,education,250,less_100,less_1,1,male,none,2,real_estate,20,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,25,outstanding_credit,appliances,5846,500_to_1000,greater_7,4,male,none,5,car_other,51,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,appliances,4190,100_to_500,1_to_4,3,male,none,3,car_other,26,stores,own,2,unskilled,1,none,yes,Risk
no_checking,40,outstanding_credit,repairs,7712,greater_1000,greater_7,4,male,guarantor,5,car_other,51,none,free,2,skilled,1,yes,yes,Risk
no_checking,8,credits_paid_to_date,furniture,3007,greater_1000,less_1,2,male,none,4,car_other,37,none,own,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,radio_tv,3780,less_100,1_to_4,3,male,none,2,savings_insurance,33,none,rent,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_new,4849,less_100,4_to_7,3,male,none,3,savings_insurance,20,stores,own,2,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,other,6640,500_to_1000,4_to_7,5,female,none,5,car_other,44,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,32,prior_payments_delayed,radio_tv,2803,500_to_1000,greater_7,4,male,none,4,savings_insurance,29,none,own,2,skilled,1,none,yes,Risk
no_checking,36,prior_payments_delayed,other,6595,500_to_1000,4_to_7,3,male,none,3,savings_insurance,38,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,furniture,2607,100_to_500,4_to_7,2,male,none,4,savings_insurance,34,none,rent,2,skilled,2,yes,yes,Risk
less_0,8,prior_payments_delayed,repairs,701,500_to_1000,1_to_4,3,male,none,3,savings_insurance,43,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,radio_tv,250,100_to_500,4_to_7,2,male,none,2,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,vacation,3900,100_to_500,1_to_4,3,female,none,3,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,retraining,1527,less_100,4_to_7,3,male,none,1,car_other,26,stores,free,2,unskilled,1,yes,yes,No Risk
0_to_200,16,prior_payments_delayed,repairs,2204,less_100,4_to_7,2,male,none,2,unknown,52,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,1395,less_100,1_to_4,2,female,none,1,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
less_0,13,prior_payments_delayed,furniture,2438,less_100,1_to_4,2,female,none,3,car_other,36,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,42,outstanding_credit,repairs,4976,500_to_1000,1_to_4,3,male,none,2,car_other,26,none,own,2,skilled,1,yes,yes,No Risk
no_checking,36,outstanding_credit,repairs,6441,500_to_1000,greater_7,4,male,co-applicant,4,car_other,50,none,free,2,skilled,1,yes,no,Risk
no_checking,32,outstanding_credit,appliances,4673,greater_1000,4_to_7,3,female,none,4,unknown,34,none,own,1,skilled,2,yes,yes,Risk
0_to_200,23,prior_payments_delayed,radio_tv,6154,less_100,greater_7,3,female,none,3,unknown,52,none,own,2,skilled,1,none,yes,No Risk
no_checking,28,credits_paid_to_date,furniture,3794,greater_1000,greater_7,4,female,none,4,car_other,43,none,free,3,skilled,2,yes,yes,Risk
less_0,14,all_credits_paid_back,furniture,1120,less_100,4_to_7,3,female,none,1,real_estate,26,bank,own,2,unemployed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,660,less_100,less_1,2,male,none,2,real_estate,25,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,car_used,2711,less_100,less_1,2,male,none,2,savings_insurance,28,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,2969,less_100,less_1,2,male,none,1,real_estate,26,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,business,6867,100_to_500,4_to_7,4,female,none,4,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
0_to_200,9,credits_paid_to_date,car_new,250,500_to_1000,less_1,2,female,none,2,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,21,prior_payments_delayed,radio_tv,3451,less_100,4_to_7,3,male,none,2,car_other,33,none,own,2,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,2,real_estate,38,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,credits_paid_to_date,car_used,6616,500_to_1000,greater_7,3,male,co-applicant,4,car_other,40,stores,own,2,unskilled,1,none,yes,Risk
less_0,5,all_credits_paid_back,car_new,250,less_100,unemployed,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
greater_200,31,prior_payments_delayed,appliances,3332,100_to_500,less_1,3,male,none,3,savings_insurance,37,none,rent,2,management_self-employed,1,yes,yes,Risk
no_checking,18,outstanding_credit,business,5656,100_to_500,4_to_7,4,male,guarantor,5,savings_insurance,53,none,free,1,management_self-employed,1,yes,yes,No Risk
no_checking,36,outstanding_credit,radio_tv,9880,unknown,greater_7,4,male,co-applicant,3,unknown,62,stores,free,3,unskilled,2,yes,yes,Risk
less_0,40,prior_payments_delayed,business,3172,100_to_500,greater_7,4,female,none,3,savings_insurance,28,bank,own,3,unemployed,1,none,yes,No Risk
no_checking,39,outstanding_credit,other,9583,unknown,greater_7,5,male,co-applicant,5,car_other,44,none,own,3,skilled,2,yes,yes,Risk
no_checking,30,outstanding_credit,other,10679,unknown,1_to_4,5,male,none,4,unknown,39,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,32,outstanding_credit,repairs,7360,greater_1000,greater_7,5,male,none,3,unknown,52,stores,free,2,unskilled,2,yes,no,Risk
less_0,11,prior_payments_delayed,furniture,250,less_100,1_to_4,2,female,none,3,savings_insurance,21,bank,rent,1,unskilled,1,yes,yes,No Risk
greater_200,22,outstanding_credit,car_used,3275,100_to_500,greater_7,3,male,none,3,car_other,41,none,own,2,skilled,1,yes,yes,Risk
0_to_200,22,credits_paid_to_date,car_new,382,less_100,1_to_4,2,male,none,3,car_other,20,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,furniture,4675,500_to_1000,4_to_7,3,male,none,4,savings_insurance,39,none,free,2,skilled,1,none,yes,Risk
0_to_200,16,credits_paid_to_date,furniture,1954,less_100,4_to_7,2,male,none,2,car_other,21,none,own,1,skilled,1,none,yes,Risk
0_to_200,28,outstanding_credit,car_used,7851,100_to_500,4_to_7,4,female,none,4,unknown,52,stores,own,2,skilled,1,none,yes,Risk
no_checking,29,prior_payments_delayed,car_used,3351,unknown,1_to_4,3,male,none,5,savings_insurance,49,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,15,no_credits,car_new,476,100_to_500,less_1,1,male,none,2,real_estate,21,none,rent,2,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,less_1,1,female,none,1,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,35,credits_paid_to_date,appliances,5588,100_to_500,1_to_4,4,male,none,4,real_estate,45,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,11,all_credits_paid_back,car_used,250,500_to_1000,less_1,1,male,none,1,real_estate,21,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,1916,100_to_500,1_to_4,3,male,none,2,car_other,30,bank,rent,2,unemployed,1,none,yes,No Risk
no_checking,14,credits_paid_to_date,furniture,3021,less_100,4_to_7,2,male,none,2,savings_insurance,46,none,own,1,skilled,2,yes,yes,No Risk
no_checking,27,prior_payments_delayed,education,4466,unknown,greater_7,3,male,none,2,savings_insurance,41,stores,free,2,unskilled,1,yes,yes,No Risk
no_checking,30,outstanding_credit,furniture,3601,unknown,greater_7,4,male,none,3,savings_insurance,35,bank,own,2,unskilled,1,none,yes,Risk
no_checking,27,outstanding_credit,appliances,4849,greater_1000,greater_7,5,male,none,3,car_other,49,none,free,2,skilled,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,3490,100_to_500,1_to_4,1,female,co-applicant,3,car_other,26,none,own,1,skilled,1,none,yes,Risk
less_0,15,credits_paid_to_date,furniture,3401,100_to_500,4_to_7,3,male,none,3,car_other,33,none,own,1,skilled,2,none,yes,Risk
no_checking,19,outstanding_credit,radio_tv,3667,500_to_1000,1_to_4,4,female,none,3,car_other,44,none,own,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_new,3321,less_100,unemployed,3,female,none,3,savings_insurance,30,none,own,2,skilled,1,yes,yes,No Risk
no_checking,22,outstanding_credit,education,6081,unknown,4_to_7,4,male,none,5,savings_insurance,36,none,own,2,skilled,1,yes,yes,Risk
no_checking,29,credits_paid_to_date,business,6417,100_to_500,1_to_4,4,male,none,4,savings_insurance,40,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,radio_tv,2553,less_100,1_to_4,3,male,none,2,car_other,37,none,own,2,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,5645,500_to_1000,4_to_7,4,female,none,5,savings_insurance,48,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,4,no_credits,car_new,250,less_100,less_1,2,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,17,prior_payments_delayed,furniture,1884,less_100,4_to_7,2,female,none,2,savings_insurance,45,stores,free,1,unskilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,1000,less_100,1_to_4,1,male,none,2,real_estate,22,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,18,credits_paid_to_date,furniture,2236,500_to_1000,1_to_4,3,male,none,2,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,44,outstanding_credit,repairs,6177,unknown,greater_7,5,male,co-applicant,3,car_other,55,none,free,3,skilled,2,yes,yes,Risk
0_to_200,33,prior_payments_delayed,appliances,2428,100_to_500,greater_7,4,male,none,4,car_other,35,none,own,1,skilled,1,none,yes,Risk
0_to_200,16,prior_payments_delayed,furniture,2997,less_100,4_to_7,4,male,none,3,savings_insurance,26,none,free,2,management_self-employed,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,car_used,2279,less_100,4_to_7,2,female,none,2,savings_insurance,46,bank,own,2,unemployed,1,yes,yes,Risk
0_to_200,28,outstanding_credit,car_used,3720,greater_1000,greater_7,4,female,none,4,car_other,38,none,own,2,skilled,1,none,no,Risk
less_0,8,all_credits_paid_back,education,2528,less_100,1_to_4,2,female,none,2,savings_insurance,38,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,vacation,2685,less_100,4_to_7,2,female,co-applicant,3,car_other,42,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,furniture,4026,500_to_1000,less_1,3,male,none,2,car_other,36,none,own,1,skilled,1,none,yes,No Risk
greater_200,31,prior_payments_delayed,education,1286,100_to_500,1_to_4,3,female,none,3,real_estate,35,none,own,1,skilled,1,none,yes,Risk
0_to_200,14,credits_paid_to_date,car_new,2055,less_100,4_to_7,3,male,none,2,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
less_0,5,prior_payments_delayed,furniture,1993,less_100,less_1,2,female,none,3,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,5015,100_to_500,1_to_4,3,male,none,4,car_other,45,stores,own,1,unskilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,1,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
0_to_200,25,prior_payments_delayed,radio_tv,3420,500_to_1000,greater_7,2,female,none,3,car_other,45,none,own,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,1704,less_100,1_to_4,3,female,none,2,car_other,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,43,prior_payments_delayed,repairs,5775,500_to_1000,greater_7,5,male,co-applicant,3,unknown,47,none,free,3,skilled,2,yes,yes,Risk
0_to_200,14,credits_paid_to_date,furniture,6349,less_100,4_to_7,3,male,none,2,savings_insurance,35,stores,own,1,unskilled,2,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,100_to_500,1_to_4,2,female,none,1,savings_insurance,24,none,rent,1,skilled,2,yes,yes,No Risk
less_0,16,prior_payments_delayed,retraining,1820,500_to_1000,greater_7,4,female,none,3,car_other,22,stores,rent,1,skilled,2,none,yes,No Risk
no_checking,45,prior_payments_delayed,appliances,6038,500_to_1000,4_to_7,4,male,guarantor,5,unknown,58,none,free,2,skilled,2,yes,yes,Risk
less_0,17,credits_paid_to_date,furniture,1195,less_100,less_1,3,female,none,3,real_estate,36,none,own,1,skilled,1,none,yes,No Risk
greater_200,29,outstanding_credit,radio_tv,6198,500_to_1000,1_to_4,4,female,guarantor,5,car_other,50,none,free,1,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,24,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,37,outstanding_credit,appliances,5703,greater_1000,greater_7,5,male,co-applicant,4,unknown,47,none,free,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,2,real_estate,29,none,own,1,skilled,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_used,1349,100_to_500,less_1,2,female,none,1,car_other,36,stores,rent,1,unskilled,2,none,yes,No Risk
no_checking,33,outstanding_credit,appliances,7941,500_to_1000,4_to_7,5,male,co-applicant,4,unknown,36,none,free,2,skilled,1,yes,yes,Risk
less_0,8,all_credits_paid_back,car_new,250,less_100,unemployed,2,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,20,credits_paid_to_date,retraining,3282,100_to_500,1_to_4,4,female,none,4,savings_insurance,42,none,own,2,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,other,5653,greater_1000,4_to_7,4,female,none,4,unknown,55,none,own,2,skilled,2,yes,yes,Risk
less_0,7,all_credits_paid_back,car_used,250,less_100,1_to_4,1,male,none,2,real_estate,23,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,radio_tv,4312,greater_1000,1_to_4,2,male,none,3,car_other,38,none,own,2,skilled,1,none,yes,No Risk
0_to_200,30,credits_paid_to_date,retraining,2668,less_100,less_1,2,female,none,3,savings_insurance,20,none,own,1,skilled,1,none,yes,No Risk
greater_200,28,prior_payments_delayed,furniture,3416,100_to_500,1_to_4,3,male,none,4,car_other,34,none,rent,1,skilled,1,none,yes,Risk
less_0,17,prior_payments_delayed,car_new,250,100_to_500,1_to_4,2,female,none,2,real_estate,34,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,furniture,3716,100_to_500,1_to_4,3,male,none,3,savings_insurance,33,none,own,2,skilled,1,yes,yes,No Risk
no_checking,26,outstanding_credit,furniture,2180,500_to_1000,greater_7,4,male,co-applicant,5,car_other,65,none,free,2,skilled,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,appliances,7499,100_to_500,1_to_4,3,male,none,4,savings_insurance,38,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,4,no_credits,car_new,451,less_100,unemployed,2,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_new,3364,100_to_500,less_1,1,female,none,2,car_other,29,stores,own,1,unskilled,2,none,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,less_1,1,female,none,1,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,15,all_credits_paid_back,car_used,597,less_100,1_to_4,2,male,none,1,savings_insurance,36,bank,own,1,unskilled,1,yes,yes,No Risk
no_checking,24,outstanding_credit,car_used,4793,greater_1000,4_to_7,3,male,none,4,savings_insurance,38,none,own,2,skilled,1,none,yes,Risk
no_checking,28,prior_payments_delayed,car_used,4155,unknown,greater_7,3,female,none,3,unknown,43,none,own,2,skilled,1,yes,yes,Risk
no_checking,28,prior_payments_delayed,appliances,5145,100_to_500,greater_7,3,female,guarantor,4,car_other,54,none,free,2,skilled,1,yes,yes,Risk
less_0,18,prior_payments_delayed,retraining,3270,less_100,1_to_4,3,female,none,2,car_other,38,none,rent,1,skilled,1,none,yes,No Risk
less_0,13,credits_paid_to_date,car_used,3068,less_100,unemployed,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,radio_tv,6158,less_100,4_to_7,4,male,none,4,car_other,51,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,car_used,250,less_100,1_to_4,1,female,none,2,savings_insurance,35,bank,rent,1,unemployed,1,yes,yes,Risk
0_to_200,13,credits_paid_to_date,car_new,1084,500_to_1000,4_to_7,3,female,none,2,car_other,39,none,rent,2,unskilled,1,none,yes,Risk
0_to_200,4,prior_payments_delayed,car_used,250,less_100,less_1,2,female,none,2,savings_insurance,48,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,car_new,3413,less_100,4_to_7,4,male,none,4,savings_insurance,35,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,furniture,3182,500_to_1000,less_1,3,female,none,3,real_estate,25,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,27,prior_payments_delayed,car_used,2513,100_to_500,greater_7,4,male,none,3,savings_insurance,32,none,own,2,skilled,1,yes,yes,Risk
no_checking,8,prior_payments_delayed,radio_tv,2057,100_to_500,1_to_4,2,male,none,3,car_other,35,stores,own,1,unskilled,1,none,yes,Risk
less_0,22,credits_paid_to_date,vacation,2627,less_100,1_to_4,3,female,none,1,car_other,34,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,4853,less_100,less_1,1,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,1601,less_100,less_1,1,male,none,2,savings_insurance,27,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,13,credits_paid_to_date,furniture,4409,less_100,less_1,2,female,co-applicant,2,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,repairs,6061,unknown,4_to_7,4,male,none,4,unknown,46,bank,own,2,unemployed,2,yes,yes,No Risk
0_to_200,16,prior_payments_delayed,retraining,1062,greater_1000,1_to_4,2,male,none,3,car_other,29,bank,rent,1,unemployed,1,yes,yes,No Risk
less_0,17,no_credits,vacation,1970,100_to_500,1_to_4,3,female,none,2,savings_insurance,36,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,21,credits_paid_to_date,furniture,3417,less_100,1_to_4,2,male,none,2,car_other,23,stores,own,1,skilled,1,none,yes,No Risk
no_checking,39,outstanding_credit,furniture,6162,500_to_1000,4_to_7,4,male,co-applicant,3,car_other,46,none,free,2,skilled,1,yes,yes,Risk
0_to_200,13,credits_paid_to_date,car_new,1145,less_100,less_1,3,female,none,3,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,23,outstanding_credit,appliances,3706,100_to_500,greater_7,4,male,none,4,savings_insurance,37,none,own,2,skilled,1,none,yes,Risk
no_checking,10,credits_paid_to_date,furniture,583,greater_1000,1_to_4,3,female,none,4,real_estate,38,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,appliances,6680,100_to_500,greater_7,5,male,none,4,unknown,44,none,free,2,management_self-employed,2,yes,yes,Risk
0_to_200,27,credits_paid_to_date,furniture,361,100_to_500,4_to_7,2,male,none,2,car_other,34,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,27,credits_paid_to_date,radio_tv,3411,less_100,less_1,3,male,none,3,car_other,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,22,outstanding_credit,car_used,4668,500_to_1000,1_to_4,2,male,none,3,car_other,43,bank,rent,1,unskilled,1,yes,yes,No Risk
no_checking,32,prior_payments_delayed,furniture,9016,100_to_500,1_to_4,4,male,co-applicant,5,unknown,46,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,31,outstanding_credit,repairs,4681,unknown,greater_7,3,female,none,4,unknown,48,stores,own,2,skilled,1,yes,yes,Risk
less_0,20,credits_paid_to_date,furniture,1944,100_to_500,1_to_4,2,female,co-applicant,1,savings_insurance,37,bank,own,1,unemployed,1,yes,yes,No Risk
0_to_200,22,all_credits_paid_back,car_new,250,500_to_1000,4_to_7,3,male,none,2,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,furniture,4553,unknown,4_to_7,4,female,none,4,savings_insurance,49,none,own,2,skilled,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,25,prior_payments_delayed,car_used,1242,100_to_500,1_to_4,2,male,none,3,savings_insurance,28,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,4056,100_to_500,1_to_4,4,male,none,2,real_estate,28,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,furniture,5804,500_to_1000,greater_7,3,male,co-applicant,5,unknown,46,none,own,2,skilled,1,yes,yes,Risk
greater_200,16,outstanding_credit,radio_tv,2832,greater_1000,4_to_7,4,male,none,3,car_other,33,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,furniture,5628,500_to_1000,1_to_4,4,male,none,3,savings_insurance,38,none,own,1,skilled,1,none,yes,No Risk
less_0,7,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,37,credits_paid_to_date,appliances,4893,greater_1000,1_to_4,3,male,none,3,savings_insurance,30,none,rent,2,skilled,1,none,yes,No Risk
no_checking,14,outstanding_credit,car_used,1286,100_to_500,1_to_4,3,female,co-applicant,4,savings_insurance,46,bank,own,1,unskilled,2,yes,no,Risk
0_to_200,16,credits_paid_to_date,car_new,2440,500_to_1000,1_to_4,3,male,none,2,car_other,41,none,own,1,skilled,1,none,yes,No Risk
0_to_200,22,prior_payments_delayed,car_new,3412,less_100,1_to_4,2,male,none,1,savings_insurance,29,none,free,1,skilled,1,none,yes,Risk
less_0,15,credits_paid_to_date,car_used,946,500_to_1000,1_to_4,2,male,none,3,car_other,26,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,250,500_to_1000,1_to_4,2,male,none,1,savings_insurance,28,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,car_used,6906,100_to_500,1_to_4,4,female,none,4,car_other,42,none,own,2,skilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,car_used,3614,less_100,less_1,3,male,none,4,savings_insurance,35,none,own,2,management_self-employed,1,yes,yes,No Risk
no_checking,45,outstanding_credit,vacation,9759,500_to_1000,greater_7,5,male,co-applicant,3,car_other,48,none,free,2,skilled,2,yes,yes,Risk
greater_200,29,prior_payments_delayed,radio_tv,2871,100_to_500,4_to_7,4,male,co-applicant,4,real_estate,31,bank,own,1,unskilled,1,yes,yes,Risk
less_0,21,prior_payments_delayed,radio_tv,2105,500_to_1000,1_to_4,3,female,none,3,car_other,33,stores,own,2,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,1078,less_100,1_to_4,1,female,none,2,real_estate,21,stores,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,6099,100_to_500,4_to_7,4,female,none,4,car_other,39,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,11,credits_paid_to_date,car_used,250,less_100,unemployed,1,female,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,appliances,6064,100_to_500,4_to_7,3,female,none,4,unknown,43,none,own,2,skilled,1,yes,yes,Risk
0_to_200,10,credits_paid_to_date,vacation,2325,less_100,unemployed,3,female,none,3,savings_insurance,22,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,3008,100_to_500,4_to_7,2,male,none,3,savings_insurance,30,bank,own,1,unskilled,2,none,yes,No Risk
no_checking,19,outstanding_credit,appliances,1939,500_to_1000,1_to_4,3,male,none,2,savings_insurance,31,none,free,1,skilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,furniture,6122,100_to_500,greater_7,3,male,co-applicant,2,unknown,50,none,free,2,skilled,1,yes,yes,Risk
no_checking,14,credits_paid_to_date,furniture,1810,100_to_500,4_to_7,3,male,none,4,savings_insurance,39,none,own,2,skilled,1,yes,yes,Risk
less_0,10,all_credits_paid_back,car_used,250,100_to_500,less_1,1,female,none,2,savings_insurance,27,stores,own,3,unskilled,2,yes,yes,No Risk
no_checking,15,credits_paid_to_date,car_new,1530,100_to_500,1_to_4,3,male,none,4,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,repairs,2654,500_to_1000,less_1,2,male,none,3,savings_insurance,26,none,own,1,skilled,2,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,1773,500_to_1000,greater_7,4,female,none,4,savings_insurance,45,none,own,1,skilled,1,yes,yes,Risk
no_checking,24,prior_payments_delayed,radio_tv,4604,100_to_500,4_to_7,4,male,none,3,car_other,54,none,own,2,skilled,1,yes,yes,No Risk
less_0,6,no_credits,car_new,250,less_100,unemployed,2,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,furniture,815,less_100,unemployed,2,male,none,1,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,car_used,3982,100_to_500,1_to_4,4,male,none,3,car_other,38,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,6520,100_to_500,greater_7,5,male,none,5,car_other,45,none,free,3,management_self-employed,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,24,credits_paid_to_date,car_new,501,500_to_1000,4_to_7,3,female,none,1,savings_insurance,26,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,7,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,34,credits_paid_to_date,appliances,4957,greater_1000,1_to_4,4,female,guarantor,2,real_estate,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,appliances,2561,unknown,4_to_7,3,male,none,4,savings_insurance,42,bank,own,2,unskilled,2,yes,yes,No Risk
no_checking,30,prior_payments_delayed,appliances,7420,500_to_1000,1_to_4,4,female,none,2,car_other,44,bank,own,2,unskilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,3319,greater_1000,greater_7,4,female,none,3,unknown,33,none,own,1,skilled,2,yes,yes,Risk
less_0,8,all_credits_paid_back,car_used,1895,less_100,less_1,2,female,none,2,real_estate,39,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,22,credits_paid_to_date,radio_tv,4353,less_100,4_to_7,4,male,guarantor,4,car_other,45,none,free,2,skilled,2,yes,yes,Risk
less_0,9,all_credits_paid_back,education,481,less_100,less_1,2,male,none,3,savings_insurance,25,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_used,432,less_100,less_1,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,5926,unknown,4_to_7,3,male,none,3,unknown,44,bank,own,2,unskilled,2,yes,yes,No Risk
less_0,19,credits_paid_to_date,furniture,250,500_to_1000,1_to_4,2,female,none,2,car_other,32,stores,rent,2,unskilled,1,none,yes,No Risk
no_checking,46,outstanding_credit,retraining,7876,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,49,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,31,outstanding_credit,radio_tv,2523,500_to_1000,greater_7,4,female,none,3,unknown,38,none,own,1,skilled,1,yes,yes,Risk
no_checking,30,outstanding_credit,radio_tv,9647,500_to_1000,greater_7,5,male,co-applicant,4,unknown,58,none,free,2,skilled,1,yes,yes,Risk
less_0,29,credits_paid_to_date,furniture,2343,less_100,1_to_4,2,male,none,3,car_other,33,stores,own,1,skilled,1,yes,yes,Risk
less_0,14,prior_payments_delayed,furniture,1072,less_100,1_to_4,1,male,none,3,savings_insurance,32,stores,own,1,skilled,1,none,yes,No Risk
greater_200,26,outstanding_credit,repairs,5940,greater_1000,1_to_4,4,male,none,4,unknown,25,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,furniture,6465,unknown,greater_7,4,female,guarantor,5,unknown,66,none,free,2,unskilled,1,yes,yes,Risk
less_0,22,credits_paid_to_date,appliances,2448,less_100,4_to_7,3,female,none,3,savings_insurance,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,6714,100_to_500,greater_7,4,male,co-applicant,5,savings_insurance,51,none,own,2,management_self-employed,1,yes,yes,Risk
greater_200,13,credits_paid_to_date,car_new,250,greater_1000,1_to_4,2,male,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
greater_200,27,credits_paid_to_date,car_new,4972,greater_1000,4_to_7,4,male,none,4,unknown,36,none,own,2,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_new,250,500_to_1000,less_1,2,male,none,2,savings_insurance,24,stores,own,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,appliances,5556,greater_1000,greater_7,5,male,none,3,car_other,58,none,own,2,skilled,2,yes,yes,Risk
no_checking,40,prior_payments_delayed,appliances,6728,500_to_1000,4_to_7,5,male,none,4,car_other,33,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,39,credits_paid_to_date,business,6676,100_to_500,less_1,4,male,co-applicant,3,car_other,38,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,16,credits_paid_to_date,car_used,517,less_100,1_to_4,3,female,none,1,savings_insurance,27,none,rent,1,skilled,1,none,no,No Risk
no_checking,35,prior_payments_delayed,vacation,5059,unknown,greater_7,4,male,none,4,savings_insurance,43,none,free,2,skilled,1,yes,yes,No Risk
no_checking,20,credits_paid_to_date,education,4071,100_to_500,1_to_4,4,male,none,3,car_other,45,none,own,2,skilled,1,none,yes,No Risk
0_to_200,42,outstanding_credit,radio_tv,6983,500_to_1000,greater_7,5,male,co-applicant,3,unknown,42,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,30,outstanding_credit,repairs,3671,500_to_1000,greater_7,5,male,none,4,car_other,52,none,own,1,skilled,1,yes,yes,Risk
0_to_200,16,no_credits,car_new,2205,less_100,less_1,2,female,none,3,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,14,outstanding_credit,retraining,8243,greater_1000,1_to_4,4,male,none,5,unknown,44,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,29,prior_payments_delayed,education,6693,500_to_1000,4_to_7,4,male,none,5,car_other,47,none,own,2,management_self-employed,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,3,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
less_0,14,prior_payments_delayed,radio_tv,1802,less_100,unemployed,1,female,none,1,savings_insurance,37,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,3555,500_to_1000,1_to_4,3,male,none,4,car_other,32,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,23,prior_payments_delayed,car_used,5851,less_100,1_to_4,4,female,none,3,unknown,47,none,own,2,skilled,1,none,yes,No Risk
no_checking,22,outstanding_credit,furniture,2634,unknown,4_to_7,3,female,none,4,unknown,43,none,own,2,skilled,2,yes,yes,Risk
no_checking,37,credits_paid_to_date,furniture,5433,500_to_1000,4_to_7,3,male,none,3,savings_insurance,39,none,own,2,skilled,1,yes,yes,Risk
no_checking,32,prior_payments_delayed,vacation,5743,100_to_500,less_1,4,male,none,3,savings_insurance,29,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,30,prior_payments_delayed,furniture,4708,100_to_500,1_to_4,4,male,none,3,car_other,41,none,free,2,skilled,1,yes,yes,Risk
no_checking,27,prior_payments_delayed,car_used,1938,100_to_500,1_to_4,3,male,none,4,savings_insurance,40,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,42,all_credits_paid_back,radio_tv,3039,500_to_1000,4_to_7,4,female,co-applicant,4,car_other,39,bank,free,2,unemployed,1,yes,yes,Risk
no_checking,8,prior_payments_delayed,car_new,1233,greater_1000,1_to_4,3,male,none,3,savings_insurance,24,none,own,2,skilled,1,yes,yes,No Risk
less_0,21,prior_payments_delayed,retraining,4027,greater_1000,4_to_7,4,male,none,1,savings_insurance,35,none,own,3,skilled,1,yes,yes,No Risk
0_to_200,21,credits_paid_to_date,radio_tv,1988,100_to_500,4_to_7,3,male,none,3,real_estate,43,stores,rent,1,skilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,6473,100_to_500,1_to_4,4,male,none,3,car_other,43,none,own,2,management_self-employed,1,none,yes,No Risk
greater_200,31,prior_payments_delayed,business,3543,100_to_500,4_to_7,3,female,none,3,savings_insurance,35,stores,own,1,skilled,1,none,yes,Risk
no_checking,31,prior_payments_delayed,vacation,6117,100_to_500,less_1,4,male,none,3,savings_insurance,35,none,own,2,management_self-employed,1,none,yes,Risk
0_to_200,6,all_credits_paid_back,car_used,250,less_100,less_1,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,other,6558,greater_1000,greater_7,5,female,none,3,car_other,57,none,free,2,skilled,1,none,yes,No Risk
greater_200,24,outstanding_credit,appliances,4193,100_to_500,4_to_7,3,male,none,2,unknown,36,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,retraining,3122,less_100,less_1,3,female,none,3,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_used,3806,less_100,1_to_4,2,female,none,1,savings_insurance,36,stores,free,1,skilled,1,none,yes,Risk
less_0,20,credits_paid_to_date,furniture,5682,less_100,less_1,2,female,none,2,savings_insurance,30,none,rent,2,skilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,furniture,7339,unknown,greater_7,5,male,co-applicant,5,unknown,52,none,free,3,skilled,2,yes,yes,Risk
0_to_200,26,credits_paid_to_date,radio_tv,3346,greater_1000,4_to_7,4,male,none,4,unknown,35,none,rent,1,skilled,2,yes,yes,Risk
greater_200,28,outstanding_credit,business,3487,unknown,greater_7,4,female,none,3,unknown,48,none,own,2,skilled,1,none,yes,Risk
less_0,8,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,car_new,3863,100_to_500,1_to_4,4,male,none,4,savings_insurance,38,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,28,outstanding_credit,appliances,6510,500_to_1000,4_to_7,4,male,guarantor,4,unknown,59,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,education,250,less_100,unemployed,1,female,none,1,real_estate,33,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,furniture,1535,500_to_1000,1_to_4,3,female,none,3,car_other,34,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,car_used,499,less_100,1_to_4,3,male,none,1,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,6086,100_to_500,greater_7,4,male,none,3,savings_insurance,50,none,own,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,radio_tv,1960,500_to_1000,4_to_7,4,female,co-applicant,4,real_estate,37,none,own,1,skilled,1,none,yes,Risk
less_0,20,credits_paid_to_date,furniture,4264,less_100,less_1,2,male,none,2,car_other,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,13,prior_payments_delayed,radio_tv,7020,100_to_500,1_to_4,3,male,co-applicant,2,unknown,45,stores,own,1,unskilled,1,yes,yes,No Risk
no_checking,32,outstanding_credit,repairs,5959,500_to_1000,greater_7,5,male,co-applicant,4,car_other,45,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,25,all_credits_paid_back,retraining,3394,less_100,4_to_7,4,male,none,2,real_estate,40,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,42,outstanding_credit,appliances,7023,greater_1000,greater_7,5,male,co-applicant,5,unknown,50,stores,own,2,unskilled,2,yes,yes,Risk
greater_200,30,outstanding_credit,radio_tv,5786,500_to_1000,greater_7,5,female,none,4,unknown,37,none,own,2,skilled,1,yes,yes,Risk
no_checking,25,credits_paid_to_date,business,7487,greater_1000,4_to_7,4,female,none,2,savings_insurance,54,none,own,3,skilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,32,outstanding_credit,radio_tv,2593,100_to_500,greater_7,4,male,none,2,savings_insurance,34,bank,own,2,unemployed,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,3543,less_100,1_to_4,2,male,none,3,savings_insurance,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,41,prior_payments_delayed,business,9010,500_to_1000,1_to_4,5,male,none,5,unknown,38,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,24,outstanding_credit,business,5279,500_to_1000,4_to_7,3,male,none,4,savings_insurance,31,none,free,1,management_self-employed,1,none,yes,No Risk
no_checking,28,credits_paid_to_date,car_used,8516,100_to_500,1_to_4,3,male,none,4,unknown,40,none,own,2,skilled,1,none,yes,Risk
no_checking,8,credits_paid_to_date,car_used,5577,500_to_1000,1_to_4,3,male,none,4,savings_insurance,41,none,free,2,management_self-employed,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,2931,greater_1000,greater_7,2,male,none,3,savings_insurance,47,none,own,2,skilled,1,yes,yes,Risk
no_checking,21,credits_paid_to_date,furniture,3396,greater_1000,4_to_7,4,female,none,3,car_other,38,none,own,1,skilled,1,yes,yes,Risk
0_to_200,17,credits_paid_to_date,car_used,3807,less_100,4_to_7,3,male,none,1,savings_insurance,30,none,own,1,skilled,1,yes,yes,No Risk
less_0,8,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,2,savings_insurance,26,none,rent,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,repairs,5668,greater_1000,greater_7,5,male,co-applicant,4,unknown,50,none,own,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,34,credits_paid_to_date,appliances,7968,100_to_500,greater_7,5,male,none,5,unknown,47,none,free,2,management_self-employed,1,none,yes,Risk
0_to_200,25,credits_paid_to_date,radio_tv,3009,less_100,4_to_7,3,male,none,1,car_other,23,none,own,1,skilled,1,none,yes,Risk
less_0,20,credits_paid_to_date,retraining,2354,less_100,1_to_4,3,female,none,2,real_estate,39,none,own,2,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,car_used,1420,less_100,4_to_7,2,female,none,2,car_other,43,none,own,1,skilled,2,none,yes,No Risk
no_checking,33,prior_payments_delayed,radio_tv,4729,500_to_1000,4_to_7,4,female,none,4,car_other,45,none,own,1,skilled,1,yes,no,Risk
0_to_200,4,credits_paid_to_date,car_new,2761,less_100,less_1,1,male,none,1,car_other,29,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,car_used,3810,less_100,1_to_4,3,male,none,4,savings_insurance,34,none,rent,2,management_self-employed,2,none,yes,No Risk
less_0,10,credits_paid_to_date,appliances,818,less_100,1_to_4,2,female,none,1,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,car_used,7523,500_to_1000,4_to_7,3,male,none,3,car_other,42,stores,own,2,unskilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,car_used,3730,500_to_1000,4_to_7,3,female,co-applicant,2,savings_insurance,25,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,35,prior_payments_delayed,appliances,5839,500_to_1000,1_to_4,3,female,guarantor,3,car_other,49,none,free,1,skilled,1,yes,yes,Risk
0_to_200,31,credits_paid_to_date,radio_tv,1098,greater_1000,4_to_7,3,male,none,4,savings_insurance,19,stores,rent,1,unskilled,2,none,yes,Risk
no_checking,25,credits_paid_to_date,furniture,5758,100_to_500,4_to_7,4,female,none,4,unknown,38,none,free,2,management_self-employed,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,car_used,3715,100_to_500,1_to_4,2,male,none,3,savings_insurance,39,bank,own,1,unemployed,2,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,furniture,5043,500_to_1000,greater_7,2,female,none,3,car_other,44,stores,rent,1,skilled,1,none,yes,Risk
0_to_200,20,prior_payments_delayed,car_used,2113,100_to_500,1_to_4,2,male,none,3,savings_insurance,37,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,40,outstanding_credit,repairs,7183,greater_1000,greater_7,4,male,co-applicant,3,car_other,52,none,free,2,skilled,1,yes,yes,Risk
0_to_200,15,prior_payments_delayed,retraining,2497,less_100,greater_7,4,female,none,3,car_other,24,stores,own,1,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,other,7634,500_to_1000,greater_7,5,male,guarantor,4,unknown,65,none,free,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,2,savings_insurance,19,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,33,outstanding_credit,vacation,7786,500_to_1000,greater_7,5,male,co-applicant,5,unknown,47,none,free,2,management_self-employed,2,yes,yes,Risk
0_to_200,35,credits_paid_to_date,education,467,500_to_1000,1_to_4,2,male,co-applicant,3,savings_insurance,29,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,22,prior_payments_delayed,appliances,2596,greater_1000,1_to_4,3,female,none,3,car_other,36,none,own,2,skilled,1,yes,no,Risk
less_0,16,prior_payments_delayed,retraining,250,less_100,less_1,2,female,none,3,real_estate,37,none,own,1,skilled,1,none,yes,No Risk
0_to_200,18,all_credits_paid_back,vacation,1800,500_to_1000,less_1,3,female,none,1,real_estate,25,none,rent,1,skilled,2,none,yes,No Risk
no_checking,32,outstanding_credit,other,5821,500_to_1000,greater_7,4,male,none,2,car_other,37,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,6250,unknown,4_to_7,4,male,none,4,car_other,46,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,car_new,1566,100_to_500,4_to_7,3,male,none,2,car_other,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,appliances,1443,100_to_500,1_to_4,1,male,none,1,savings_insurance,39,none,own,2,skilled,1,none,yes,Risk
no_checking,41,outstanding_credit,appliances,7208,unknown,greater_7,6,male,guarantor,5,unknown,74,stores,own,4,unskilled,2,yes,yes,Risk
no_checking,27,prior_payments_delayed,appliances,4384,100_to_500,1_to_4,4,female,none,2,real_estate,38,none,free,2,skilled,1,yes,yes,No Risk
no_checking,27,prior_payments_delayed,furniture,2202,100_to_500,4_to_7,4,female,none,3,savings_insurance,44,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,7046,500_to_1000,4_to_7,5,male,none,4,car_other,42,none,free,2,management_self-employed,1,yes,yes,No Risk
less_0,9,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,3,savings_insurance,19,stores,own,1,skilled,1,none,yes,Risk
no_checking,30,outstanding_credit,repairs,7597,500_to_1000,greater_7,4,male,co-applicant,5,unknown,52,stores,own,2,skilled,1,yes,yes,Risk
no_checking,42,prior_payments_delayed,repairs,2932,greater_1000,greater_7,4,female,none,3,car_other,47,none,own,2,skilled,1,none,yes,Risk
less_0,9,prior_payments_delayed,appliances,1512,less_100,4_to_7,3,female,none,3,car_other,33,none,own,1,skilled,1,none,yes,Risk
0_to_200,6,all_credits_paid_back,furniture,250,less_100,less_1,1,male,none,1,savings_insurance,42,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,24,credits_paid_to_date,car_new,3229,100_to_500,4_to_7,3,male,none,4,car_other,30,none,own,1,skilled,1,none,yes,Risk
no_checking,16,prior_payments_delayed,car_used,4817,100_to_500,greater_7,4,male,none,3,car_other,42,none,own,1,skilled,1,none,yes,Risk
no_checking,35,outstanding_credit,furniture,6041,unknown,4_to_7,3,male,none,4,unknown,52,none,own,2,skilled,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,3,savings_insurance,41,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,vacation,6981,unknown,greater_7,5,male,none,3,unknown,55,none,free,3,skilled,2,yes,yes,Risk
0_to_200,25,credits_paid_to_date,retraining,2705,greater_1000,less_1,3,male,none,3,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,less_1,1,female,none,2,savings_insurance,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,3303,100_to_500,1_to_4,4,male,none,4,real_estate,46,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,33,prior_payments_delayed,appliances,2641,100_to_500,4_to_7,4,male,none,3,real_estate,36,stores,own,1,unskilled,2,yes,yes,No Risk
less_0,4,no_credits,car_used,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,furniture,4140,greater_1000,4_to_7,4,male,none,3,savings_insurance,35,none,own,3,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,unemployed,2,male,none,1,real_estate,20,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,radio_tv,2400,100_to_500,greater_7,4,male,none,4,car_other,48,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,2060,less_100,less_1,1,male,none,1,car_other,31,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,repairs,7715,500_to_1000,4_to_7,3,male,co-applicant,4,car_other,51,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,17,credits_paid_to_date,radio_tv,2026,100_to_500,4_to_7,4,male,none,4,real_estate,44,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,32,outstanding_credit,car_used,4395,100_to_500,greater_7,3,male,none,2,car_other,41,stores,free,2,skilled,1,yes,yes,No Risk
no_checking,19,all_credits_paid_back,furniture,3418,less_100,unemployed,3,male,none,3,savings_insurance,25,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,28,outstanding_credit,radio_tv,5107,unknown,greater_7,5,female,none,3,savings_insurance,54,none,own,2,skilled,1,none,yes,Risk
less_0,12,prior_payments_delayed,car_new,250,greater_1000,less_1,1,female,none,2,real_estate,22,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,repairs,9282,500_to_1000,greater_7,4,male,co-applicant,4,unknown,52,stores,own,2,unskilled,1,none,yes,Risk
no_checking,26,outstanding_credit,appliances,3194,unknown,greater_7,5,male,none,3,car_other,36,none,own,2,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,8293,greater_1000,4_to_7,5,male,co-applicant,4,unknown,51,none,own,2,management_self-employed,2,none,yes,Risk
0_to_200,42,prior_payments_delayed,appliances,2759,100_to_500,4_to_7,2,male,none,3,savings_insurance,30,stores,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,appliances,7167,500_to_1000,4_to_7,4,male,none,5,unknown,59,none,own,2,skilled,2,yes,yes,Risk
no_checking,8,credits_paid_to_date,car_new,4222,500_to_1000,1_to_4,3,female,none,4,car_other,36,none,own,2,skilled,1,none,yes,No Risk
less_0,30,outstanding_credit,business,4765,100_to_500,4_to_7,4,male,none,3,savings_insurance,35,none,rent,2,skilled,1,none,yes,No Risk
no_checking,17,credits_paid_to_date,retraining,5542,greater_1000,less_1,3,male,none,3,savings_insurance,29,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,18,credits_paid_to_date,car_used,1768,less_100,1_to_4,1,male,none,3,car_other,28,none,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,education,250,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_new,4081,100_to_500,1_to_4,2,male,none,1,real_estate,39,stores,own,3,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,furniture,250,500_to_1000,4_to_7,3,male,none,2,real_estate,26,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,19,no_credits,car_used,1164,less_100,1_to_4,3,female,none,2,real_estate,32,none,rent,1,skilled,1,none,yes,No Risk
greater_200,8,credits_paid_to_date,car_new,1637,less_100,less_1,3,female,none,2,savings_insurance,27,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,24,outstanding_credit,business,3119,100_to_500,greater_7,4,male,none,4,unknown,41,none,own,2,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,car_used,3365,less_100,1_to_4,2,male,co-applicant,3,savings_insurance,43,none,own,1,skilled,1,none,no,No Risk
no_checking,33,all_credits_paid_back,radio_tv,4574,100_to_500,4_to_7,4,male,none,4,savings_insurance,43,none,own,1,management_self-employed,2,none,yes,No Risk
no_checking,11,prior_payments_delayed,radio_tv,1353,100_to_500,1_to_4,2,male,none,3,savings_insurance,45,bank,rent,1,unskilled,1,none,yes,Risk
less_0,16,credits_paid_to_date,furniture,2618,500_to_1000,4_to_7,3,female,none,2,savings_insurance,32,bank,rent,2,unemployed,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,furniture,250,less_100,4_to_7,3,female,co-applicant,3,savings_insurance,52,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,25,credits_paid_to_date,car_new,2783,less_100,less_1,3,male,none,3,savings_insurance,22,none,rent,1,skilled,1,none,yes,Risk
0_to_200,14,credits_paid_to_date,vacation,724,less_100,4_to_7,3,male,co-applicant,2,savings_insurance,46,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,21,credits_paid_to_date,car_new,2104,less_100,less_1,1,female,none,3,real_estate,32,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,1,real_estate,29,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,radio_tv,9451,100_to_500,greater_7,4,male,co-applicant,3,unknown,54,none,free,2,skilled,1,yes,yes,Risk
greater_200,34,outstanding_credit,vacation,3700,500_to_1000,greater_7,4,female,none,4,car_other,42,none,own,2,skilled,1,yes,no,Risk
less_0,12,all_credits_paid_back,furniture,1472,100_to_500,1_to_4,2,female,none,1,savings_insurance,40,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,23,outstanding_credit,car_used,3000,greater_1000,4_to_7,3,female,guarantor,5,unknown,61,none,own,1,skilled,1,yes,no,Risk
no_checking,28,prior_payments_delayed,education,4547,unknown,greater_7,3,male,none,4,savings_insurance,42,none,own,1,skilled,1,none,yes,Risk
0_to_200,13,credits_paid_to_date,car_new,250,less_100,4_to_7,3,female,none,3,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,radio_tv,3966,100_to_500,1_to_4,4,male,none,4,savings_insurance,43,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,4,no_credits,furniture,1259,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,car_used,4651,100_to_500,1_to_4,3,male,none,4,car_other,41,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,13,credits_paid_to_date,car_used,2503,less_100,less_1,3,male,none,2,car_other,26,none,rent,1,skilled,1,none,no,No Risk
0_to_200,27,credits_paid_to_date,car_used,4591,less_100,4_to_7,3,female,none,2,savings_insurance,38,none,own,1,skilled,2,none,no,Risk
less_0,7,no_credits,car_new,250,100_to_500,less_1,1,female,none,1,real_estate,22,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,23,outstanding_credit,business,4636,100_to_500,4_to_7,2,male,none,2,savings_insurance,39,none,rent,3,skilled,1,none,yes,Risk
no_checking,32,outstanding_credit,vacation,2742,500_to_1000,greater_7,3,female,none,2,car_other,30,none,own,2,skilled,1,none,yes,Risk
no_checking,44,prior_payments_delayed,repairs,6214,unknown,4_to_7,5,male,none,4,car_other,39,none,free,3,skilled,2,yes,yes,No Risk
0_to_200,11,all_credits_paid_back,car_used,6020,less_100,1_to_4,3,female,none,3,car_other,19,none,own,2,skilled,1,none,yes,Risk
0_to_200,21,outstanding_credit,radio_tv,3109,100_to_500,greater_7,4,male,none,4,unknown,40,none,own,2,skilled,1,yes,no,Risk
0_to_200,4,no_credits,repairs,250,less_100,unemployed,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,radio_tv,7062,500_to_1000,4_to_7,5,male,co-applicant,4,unknown,61,none,free,3,skilled,2,yes,yes,Risk
no_checking,31,all_credits_paid_back,radio_tv,3578,100_to_500,1_to_4,4,male,none,4,real_estate,23,none,own,2,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,vacation,7582,less_100,1_to_4,3,male,none,3,car_other,40,none,own,1,management_self-employed,2,none,yes,No Risk
no_checking,15,all_credits_paid_back,furniture,2539,greater_1000,1_to_4,2,female,none,3,savings_insurance,31,none,rent,1,skilled,2,none,yes,No Risk
no_checking,40,outstanding_credit,vacation,7757,greater_1000,greater_7,4,male,co-applicant,3,unknown,51,none,free,2,skilled,1,yes,yes,Risk
0_to_200,19,credits_paid_to_date,car_new,250,100_to_500,4_to_7,3,male,none,3,savings_insurance,36,none,own,3,skilled,1,none,yes,Risk
no_checking,36,outstanding_credit,radio_tv,8452,500_to_1000,greater_7,5,male,co-applicant,5,car_other,50,none,free,2,management_self-employed,1,yes,yes,Risk
greater_200,6,prior_payments_delayed,vacation,4178,less_100,1_to_4,2,female,none,2,savings_insurance,39,bank,own,1,unskilled,1,yes,yes,No Risk
0_to_200,39,outstanding_credit,vacation,4123,500_to_1000,4_to_7,4,male,none,4,unknown,37,none,own,1,skilled,1,none,yes,Risk
no_checking,35,prior_payments_delayed,furniture,2992,500_to_1000,greater_7,4,male,guarantor,5,car_other,50,none,free,2,skilled,1,yes,yes,Risk
less_0,8,prior_payments_delayed,furniture,311,less_100,less_1,1,female,none,2,savings_insurance,39,none,own,1,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,male,none,1,savings_insurance,22,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,furniture,7191,500_to_1000,greater_7,4,male,none,4,car_other,41,none,own,2,skilled,2,none,yes,No Risk
no_checking,61,outstanding_credit,education,6293,unknown,4_to_7,5,male,co-applicant,4,unknown,47,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_new,3503,less_100,less_1,2,female,none,2,savings_insurance,24,none,own,1,skilled,1,yes,yes,No Risk
no_checking,23,prior_payments_delayed,appliances,3841,100_to_500,4_to_7,4,male,none,4,savings_insurance,33,none,rent,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,furniture,1784,less_100,unemployed,1,female,none,2,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,less_1,1,male,none,1,real_estate,37,stores,own,1,skilled,1,none,yes,No Risk
less_0,34,credits_paid_to_date,business,3198,less_100,greater_7,3,male,none,2,savings_insurance,34,stores,free,2,skilled,1,yes,no,Risk
no_checking,38,outstanding_credit,radio_tv,5223,greater_1000,greater_7,5,male,co-applicant,4,unknown,50,none,free,2,skilled,2,yes,yes,Risk
less_0,19,credits_paid_to_date,car_new,1190,less_100,less_1,2,male,none,3,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,vacation,4907,500_to_1000,4_to_7,4,female,none,4,unknown,38,none,own,2,skilled,1,yes,yes,Risk
no_checking,32,prior_payments_delayed,car_used,5210,unknown,1_to_4,3,male,none,4,unknown,41,none,own,2,skilled,1,none,yes,Risk
less_0,22,credits_paid_to_date,car_new,250,less_100,less_1,1,male,none,3,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,27,credits_paid_to_date,radio_tv,2107,500_to_1000,less_1,3,male,none,3,savings_insurance,36,none,rent,1,skilled,1,none,yes,No Risk
greater_200,36,prior_payments_delayed,appliances,3897,500_to_1000,4_to_7,4,male,none,3,savings_insurance,40,none,own,2,skilled,1,none,yes,No Risk
greater_200,29,outstanding_credit,business,5579,500_to_1000,greater_7,5,male,none,3,savings_insurance,45,none,free,2,skilled,1,none,yes,No Risk
0_to_200,19,all_credits_paid_back,car_new,3307,500_to_1000,4_to_7,3,male,none,3,car_other,36,none,own,3,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,retraining,4160,less_100,greater_7,4,male,none,3,car_other,39,none,own,1,skilled,2,yes,yes,Risk
no_checking,8,prior_payments_delayed,car_used,1638,100_to_500,less_1,3,male,none,4,real_estate,38,none,rent,1,management_self-employed,1,yes,yes,No Risk
less_0,20,credits_paid_to_date,car_used,2146,less_100,less_1,3,male,none,1,real_estate,44,none,own,1,skilled,2,yes,yes,No Risk
no_checking,41,prior_payments_delayed,vacation,6415,greater_1000,greater_7,4,male,guarantor,4,car_other,56,none,free,2,skilled,1,yes,yes,Risk
less_0,22,prior_payments_delayed,car_used,1273,500_to_1000,1_to_4,3,female,none,3,savings_insurance,36,stores,own,1,skilled,1,yes,no,Risk
0_to_200,30,prior_payments_delayed,business,2883,100_to_500,greater_7,4,male,none,2,savings_insurance,26,none,own,1,management_self-employed,2,none,yes,Risk
less_0,19,prior_payments_delayed,appliances,3691,500_to_1000,1_to_4,3,male,co-applicant,4,savings_insurance,34,none,own,1,skilled,1,yes,yes,Risk
no_checking,26,prior_payments_delayed,appliances,9358,100_to_500,4_to_7,4,male,co-applicant,3,unknown,44,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,23,credits_paid_to_date,car_new,4168,less_100,4_to_7,3,male,none,2,car_other,32,none,own,1,skilled,1,yes,yes,Risk
0_to_200,26,credits_paid_to_date,furniture,250,100_to_500,1_to_4,1,female,none,3,car_other,29,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,radio_tv,5530,500_to_1000,4_to_7,4,male,none,4,savings_insurance,42,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,38,prior_payments_delayed,repairs,6353,unknown,greater_7,4,male,co-applicant,3,car_other,31,none,own,2,skilled,1,yes,yes,Risk
no_checking,24,prior_payments_delayed,car_used,5013,500_to_1000,4_to_7,3,male,none,4,savings_insurance,39,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,7,prior_payments_delayed,car_new,250,less_100,less_1,2,female,none,2,real_estate,29,none,own,1,skilled,1,yes,yes,No Risk
no_checking,40,prior_payments_delayed,repairs,7559,unknown,4_to_7,5,male,none,5,car_other,42,none,own,2,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,car_used,1282,less_100,unemployed,2,male,none,2,real_estate,19,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,25,outstanding_credit,furniture,3292,500_to_1000,4_to_7,3,male,none,4,car_other,43,bank,rent,1,unskilled,1,none,yes,Risk
no_checking,19,credits_paid_to_date,radio_tv,4548,100_to_500,4_to_7,4,female,none,4,savings_insurance,36,none,own,1,skilled,2,yes,yes,No Risk
no_checking,37,outstanding_credit,other,5799,500_to_1000,greater_7,5,female,none,4,car_other,42,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,unemployed,1,male,none,3,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,furniture,2634,less_100,1_to_4,3,male,none,2,real_estate,49,none,own,1,skilled,1,none,yes,No Risk
greater_200,13,all_credits_paid_back,car_new,4085,100_to_500,1_to_4,3,male,none,2,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,51,outstanding_credit,education,6467,unknown,greater_7,4,male,co-applicant,5,car_other,43,none,free,2,skilled,2,yes,yes,Risk
no_checking,37,outstanding_credit,repairs,6450,greater_1000,4_to_7,5,male,none,3,savings_insurance,36,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,car_new,3582,greater_1000,less_1,3,male,none,2,savings_insurance,34,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,car_used,906,100_to_500,1_to_4,2,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,14,credits_paid_to_date,furniture,1157,less_100,less_1,2,female,none,3,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,repairs,4231,less_100,less_1,3,female,none,4,real_estate,36,none,own,1,skilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,vacation,3090,less_100,1_to_4,3,female,co-applicant,1,savings_insurance,38,none,own,1,skilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,car_new,4646,100_to_500,1_to_4,2,male,none,3,unknown,40,none,own,2,skilled,1,none,yes,Risk
less_0,11,prior_payments_delayed,car_new,1525,100_to_500,1_to_4,2,female,none,1,real_estate,26,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,5,all_credits_paid_back,car_used,250,less_100,unemployed,2,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_new,1812,less_100,1_to_4,1,male,none,3,savings_insurance,44,none,own,1,skilled,2,none,yes,Risk
no_checking,23,prior_payments_delayed,car_used,2771,500_to_1000,less_1,2,male,none,2,car_other,50,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,34,outstanding_credit,repairs,4593,unknown,1_to_4,3,male,none,2,savings_insurance,39,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,17,prior_payments_delayed,radio_tv,1492,500_to_1000,greater_7,3,female,none,2,savings_insurance,46,none,own,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,repairs,1435,500_to_1000,1_to_4,1,male,none,2,car_other,25,stores,rent,2,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,less_1,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,car_new,2260,100_to_500,1_to_4,3,male,none,2,savings_insurance,47,bank,own,3,unemployed,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_used,250,100_to_500,less_1,2,male,none,1,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_used,917,less_100,less_1,2,female,none,3,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,11,credits_paid_to_date,car_used,6169,less_100,less_1,3,male,none,2,car_other,37,none,own,2,management_self-employed,1,none,yes,Risk
less_0,13,all_credits_paid_back,vacation,1586,100_to_500,1_to_4,3,male,none,3,savings_insurance,34,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,6,no_credits,car_new,777,100_to_500,1_to_4,2,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,car_used,2641,less_100,4_to_7,3,male,none,2,real_estate,33,none,own,2,skilled,1,yes,yes,No Risk
no_checking,37,outstanding_credit,appliances,3072,500_to_1000,greater_7,3,female,none,3,car_other,34,none,own,1,skilled,1,yes,yes,Risk
no_checking,63,outstanding_credit,other,8244,greater_1000,greater_7,4,male,co-applicant,5,car_other,52,none,free,2,skilled,2,yes,yes,Risk
0_to_200,19,prior_payments_delayed,repairs,1822,greater_1000,4_to_7,4,male,none,3,savings_insurance,19,none,own,2,skilled,1,none,yes,Risk
no_checking,25,prior_payments_delayed,car_used,4317,100_to_500,4_to_7,4,male,none,4,car_other,39,none,own,1,management_self-employed,1,none,no,No Risk
less_0,9,prior_payments_delayed,car_new,250,less_100,4_to_7,1,female,none,1,real_estate,29,stores,own,1,skilled,1,none,yes,No Risk
less_0,22,prior_payments_delayed,furniture,4428,less_100,1_to_4,3,female,none,3,savings_insurance,32,none,rent,2,skilled,1,none,yes,Risk
less_0,11,no_credits,car_used,368,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_used,2065,less_100,less_1,3,female,none,3,savings_insurance,25,none,own,1,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,4998,500_to_1000,4_to_7,3,male,guarantor,5,car_other,60,none,free,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,1694,less_100,1_to_4,3,female,none,1,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
less_0,8,all_credits_paid_back,education,2704,less_100,unemployed,2,female,none,3,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,19,prior_payments_delayed,furniture,250,less_100,less_1,2,male,none,3,savings_insurance,19,stores,own,1,skilled,1,none,yes,No Risk
less_0,8,all_credits_paid_back,car_new,3350,less_100,less_1,1,female,none,1,car_other,32,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,9,prior_payments_delayed,car_new,329,less_100,1_to_4,2,male,none,3,real_estate,23,stores,own,1,skilled,2,yes,yes,Risk
0_to_200,15,credits_paid_to_date,car_new,1323,less_100,4_to_7,3,female,none,2,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,3562,less_100,1_to_4,3,female,none,2,savings_insurance,21,none,own,1,skilled,1,none,yes,No Risk
less_0,12,credits_paid_to_date,car_used,250,less_100,less_1,2,female,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,radio_tv,358,100_to_500,greater_7,3,female,none,2,car_other,40,none,own,2,skilled,1,none,yes,No Risk
less_0,13,credits_paid_to_date,car_used,250,500_to_1000,unemployed,1,male,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,7173,greater_1000,1_to_4,4,male,none,4,savings_insurance,51,stores,rent,3,unskilled,2,yes,yes,No Risk
no_checking,33,outstanding_credit,repairs,5363,500_to_1000,4_to_7,4,male,none,3,savings_insurance,49,stores,own,2,unemployed,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,100_to_500,1_to_4,2,female,none,1,savings_insurance,26,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,retraining,3233,less_100,4_to_7,2,female,none,1,car_other,34,stores,free,1,skilled,1,yes,yes,Risk
no_checking,8,prior_payments_delayed,furniture,811,100_to_500,4_to_7,3,male,none,2,real_estate,32,none,own,1,management_self-employed,1,yes,yes,Risk
less_0,25,prior_payments_delayed,radio_tv,4531,less_100,less_1,3,male,none,3,car_other,27,none,own,2,skilled,1,yes,yes,No Risk
no_checking,18,credits_paid_to_date,radio_tv,5093,500_to_1000,1_to_4,3,male,none,4,car_other,48,stores,own,2,unskilled,1,none,yes,Risk
no_checking,41,prior_payments_delayed,other,7242,500_to_1000,4_to_7,4,male,none,4,car_other,41,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,1820,unknown,less_1,2,female,none,4,savings_insurance,28,bank,rent,2,unemployed,1,yes,yes,No Risk
greater_200,31,prior_payments_delayed,radio_tv,3914,100_to_500,1_to_4,4,female,co-applicant,3,real_estate,52,none,free,2,skilled,1,yes,yes,Risk
no_checking,18,outstanding_credit,radio_tv,4224,unknown,4_to_7,3,male,none,4,car_other,42,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,16,prior_payments_delayed,furniture,869,less_100,4_to_7,3,male,none,3,car_other,37,none,own,1,skilled,1,yes,yes,No Risk
no_checking,11,credits_paid_to_date,car_used,4025,less_100,1_to_4,2,female,none,2,savings_insurance,40,none,own,1,skilled,2,none,yes,No Risk
less_0,19,credits_paid_to_date,vacation,3268,less_100,1_to_4,3,female,none,2,savings_insurance,22,none,own,1,skilled,1,none,yes,No Risk
no_checking,15,outstanding_credit,radio_tv,2953,unknown,4_to_7,2,male,none,2,savings_insurance,43,stores,own,2,unskilled,1,none,yes,No Risk
greater_200,19,credits_paid_to_date,furniture,4480,less_100,1_to_4,3,male,none,2,car_other,42,none,own,2,skilled,2,yes,yes,Risk
less_0,22,prior_payments_delayed,radio_tv,3841,less_100,4_to_7,3,male,co-applicant,2,unknown,52,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,6610,100_to_500,1_to_4,4,female,none,3,savings_insurance,48,none,own,2,skilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,car_new,3846,less_100,4_to_7,4,male,none,4,savings_insurance,32,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,15,credits_paid_to_date,retraining,1302,less_100,less_1,1,female,none,2,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
greater_200,14,credits_paid_to_date,vacation,1995,less_100,1_to_4,2,male,none,1,real_estate,20,none,own,1,skilled,1,none,no,No Risk
less_0,17,credits_paid_to_date,radio_tv,2533,less_100,less_1,2,female,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,all_credits_paid_back,furniture,250,less_100,less_1,2,female,none,2,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,47,credits_paid_to_date,repairs,4952,unknown,4_to_7,3,male,none,4,car_other,41,none,own,2,skilled,2,yes,yes,No Risk
no_checking,8,prior_payments_delayed,car_new,1110,500_to_1000,1_to_4,3,female,none,3,car_other,36,none,own,1,skilled,1,yes,no,No Risk
no_checking,40,prior_payments_delayed,radio_tv,5538,500_to_1000,greater_7,4,male,co-applicant,3,unknown,44,none,free,2,skilled,1,yes,yes,Risk
no_checking,22,prior_payments_delayed,radio_tv,7110,500_to_1000,4_to_7,3,male,none,2,savings_insurance,51,none,own,2,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,3148,less_100,1_to_4,3,male,none,3,car_other,41,none,own,2,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,furniture,250,less_100,less_1,2,female,co-applicant,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,2,real_estate,36,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,13,outstanding_credit,car_used,6281,100_to_500,greater_7,4,male,none,4,savings_insurance,31,none,free,1,management_self-employed,1,none,yes,No Risk
no_checking,25,outstanding_credit,radio_tv,6683,500_to_1000,4_to_7,3,female,none,3,unknown,44,none,own,3,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,4490,less_100,1_to_4,2,female,none,2,savings_insurance,32,none,free,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,2971,less_100,4_to_7,3,male,co-applicant,4,car_other,47,none,own,1,skilled,2,yes,yes,Risk
no_checking,39,prior_payments_delayed,furniture,7177,500_to_1000,greater_7,4,male,co-applicant,5,unknown,49,none,free,2,skilled,1,yes,yes,Risk
0_to_200,8,all_credits_paid_back,car_used,2069,less_100,4_to_7,2,female,none,2,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,4153,100_to_500,1_to_4,3,female,none,3,car_other,41,none,own,1,skilled,1,yes,yes,No Risk
no_checking,30,prior_payments_delayed,furniture,5546,unknown,greater_7,4,male,none,5,car_other,37,none,own,2,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,repairs,5034,500_to_1000,greater_7,4,female,none,3,car_other,43,none,own,2,skilled,1,yes,yes,Risk
0_to_200,20,credits_paid_to_date,car_new,2499,less_100,1_to_4,3,male,none,3,car_other,31,none,free,1,skilled,2,yes,yes,No Risk
less_0,17,credits_paid_to_date,car_new,1312,500_to_1000,1_to_4,3,male,none,3,savings_insurance,22,stores,rent,2,unskilled,1,yes,yes,No Risk
no_checking,32,prior_payments_delayed,appliances,2879,500_to_1000,1_to_4,4,male,none,2,car_other,46,none,own,2,skilled,1,yes,yes,Risk
no_checking,35,outstanding_credit,radio_tv,6924,unknown,greater_7,5,male,co-applicant,5,car_other,53,none,free,3,skilled,2,yes,yes,Risk
greater_200,27,credits_paid_to_date,car_new,1471,100_to_500,1_to_4,3,female,none,3,car_other,33,none,own,2,skilled,1,yes,yes,No Risk
no_checking,40,prior_payments_delayed,furniture,5234,500_to_1000,4_to_7,4,male,none,5,car_other,54,none,free,2,skilled,1,yes,yes,Risk
less_0,10,credits_paid_to_date,furniture,250,less_100,less_1,2,female,none,1,real_estate,22,stores,own,1,skilled,1,none,yes,No Risk
no_checking,26,credits_paid_to_date,retraining,5217,100_to_500,greater_7,3,male,none,3,savings_insurance,42,none,own,1,skilled,1,none,yes,No Risk
no_checking,19,all_credits_paid_back,car_new,1593,less_100,1_to_4,2,female,none,3,real_estate,27,none,free,1,skilled,1,none,yes,Risk
no_checking,40,prior_payments_delayed,radio_tv,7030,unknown,greater_7,4,male,co-applicant,4,car_other,45,none,own,2,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,2,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,40,outstanding_credit,repairs,10920,greater_1000,greater_7,6,male,co-applicant,6,unknown,54,stores,free,2,unskilled,2,yes,yes,Risk
less_0,10,all_credits_paid_back,car_new,1693,less_100,1_to_4,3,female,none,2,car_other,31,none,rent,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,489,less_100,1_to_4,2,female,none,3,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
less_0,20,no_credits,vacation,862,less_100,unemployed,2,female,none,1,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,31,credits_paid_to_date,car_used,5636,100_to_500,greater_7,3,female,none,3,car_other,50,none,own,2,skilled,1,none,yes,Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,1_to_4,1,female,none,2,savings_insurance,28,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,car_used,3218,less_100,less_1,2,male,none,3,savings_insurance,35,bank,rent,1,unskilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,687,less_100,unemployed,2,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,furniture,2732,greater_1000,4_to_7,2,male,none,1,unknown,38,stores,own,2,skilled,1,yes,yes,Risk
no_checking,12,all_credits_paid_back,car_new,1927,500_to_1000,less_1,3,male,none,3,savings_insurance,36,none,own,1,skilled,1,yes,yes,No Risk
less_0,20,credits_paid_to_date,appliances,2615,less_100,less_1,2,female,none,1,savings_insurance,32,stores,own,1,skilled,1,none,yes,No Risk
no_checking,12,credits_paid_to_date,car_new,4916,100_to_500,4_to_7,3,female,none,4,car_other,48,none,own,2,skilled,1,none,yes,Risk
less_0,20,all_credits_paid_back,furniture,2734,less_100,less_1,3,male,none,2,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,furniture,5834,greater_1000,4_to_7,3,male,none,4,savings_insurance,32,none,rent,1,management_self-employed,1,none,yes,Risk
less_0,9,all_credits_paid_back,car_used,250,100_to_500,unemployed,2,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,19,all_credits_paid_back,car_new,250,less_100,4_to_7,3,female,none,3,savings_insurance,25,stores,own,1,skilled,1,none,yes,No Risk
no_checking,54,outstanding_credit,other,7465,greater_1000,greater_7,5,male,co-applicant,3,unknown,48,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,radio_tv,250,less_100,less_1,2,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,8,prior_payments_delayed,car_used,840,less_100,1_to_4,2,female,none,1,car_other,30,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,8,prior_payments_delayed,appliances,250,greater_1000,less_1,1,male,co-applicant,3,savings_insurance,45,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,33,credits_paid_to_date,car_used,5485,500_to_1000,1_to_4,3,female,none,4,car_other,39,none,own,1,skilled,1,none,yes,Risk
no_checking,29,prior_payments_delayed,radio_tv,3573,greater_1000,greater_7,3,male,none,4,car_other,58,bank,own,2,unemployed,2,yes,yes,Risk
less_0,31,credits_paid_to_date,radio_tv,2246,less_100,less_1,2,male,none,1,real_estate,23,bank,rent,1,unemployed,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_used,559,500_to_1000,1_to_4,3,male,none,2,savings_insurance,22,none,own,1,skilled,1,none,yes,No Risk
greater_200,36,prior_payments_delayed,radio_tv,4469,100_to_500,greater_7,4,male,none,2,savings_insurance,34,none,own,2,skilled,1,yes,yes,No Risk
no_checking,22,prior_payments_delayed,radio_tv,3298,100_to_500,4_to_7,4,female,co-applicant,3,car_other,52,none,own,1,skilled,1,yes,yes,Risk
no_checking,42,prior_payments_delayed,other,6096,500_to_1000,greater_7,4,female,none,3,savings_insurance,47,none,free,2,skilled,1,none,no,Risk
no_checking,27,outstanding_credit,radio_tv,2422,500_to_1000,greater_7,3,female,none,2,savings_insurance,45,none,own,1,skilled,1,yes,yes,Risk
0_to_200,13,credits_paid_to_date,car_used,2309,less_100,less_1,1,female,none,1,savings_insurance,32,stores,own,1,skilled,1,none,yes,Risk
no_checking,36,outstanding_credit,radio_tv,5832,unknown,greater_7,5,male,co-applicant,4,unknown,70,none,free,3,skilled,2,yes,yes,Risk
no_checking,42,prior_payments_delayed,radio_tv,7306,500_to_1000,greater_7,4,male,co-applicant,4,car_other,58,none,own,2,skilled,1,yes,yes,Risk
0_to_200,24,prior_payments_delayed,retraining,2410,100_to_500,4_to_7,3,female,none,1,car_other,37,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,27,all_credits_paid_back,radio_tv,7104,less_100,4_to_7,3,male,none,3,savings_insurance,50,none,own,1,skilled,2,yes,yes,Risk
no_checking,20,credits_paid_to_date,radio_tv,6486,100_to_500,4_to_7,4,male,none,2,car_other,42,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,25,prior_payments_delayed,car_used,2487,greater_1000,1_to_4,2,female,none,2,savings_insurance,35,stores,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,7515,greater_1000,4_to_7,4,male,none,4,unknown,34,stores,rent,1,unskilled,2,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,5740,less_100,less_1,2,male,none,3,unknown,35,none,own,1,skilled,2,none,yes,No Risk
no_checking,42,outstanding_credit,vacation,7686,unknown,greater_7,4,male,co-applicant,3,unknown,43,none,free,2,skilled,2,yes,yes,Risk
no_checking,46,outstanding_credit,education,8073,unknown,greater_7,5,male,co-applicant,4,car_other,55,none,own,2,skilled,2,yes,yes,Risk
0_to_200,20,prior_payments_delayed,furniture,4293,less_100,1_to_4,2,female,none,1,car_other,34,stores,own,2,unskilled,1,none,yes,Risk
0_to_200,18,credits_paid_to_date,furniture,2949,500_to_1000,1_to_4,3,male,none,3,savings_insurance,33,bank,rent,2,unskilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,28,credits_paid_to_date,car_new,1735,less_100,4_to_7,2,male,none,3,savings_insurance,34,stores,own,1,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,car_used,4046,less_100,4_to_7,3,male,none,3,unknown,31,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,education,2228,greater_1000,greater_7,3,male,none,2,savings_insurance,43,none,own,2,skilled,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,7624,greater_1000,greater_7,5,male,co-applicant,3,car_other,46,none,own,2,skilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,education,3511,100_to_500,1_to_4,2,male,none,3,real_estate,24,none,rent,1,skilled,2,none,yes,No Risk
0_to_200,24,all_credits_paid_back,vacation,6401,less_100,less_1,3,male,none,4,car_other,25,none,own,1,management_self-employed,1,yes,yes,No Risk
0_to_200,12,prior_payments_delayed,retraining,3293,100_to_500,1_to_4,2,male,none,2,savings_insurance,27,none,own,2,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,1717,500_to_1000,unemployed,1,male,none,3,real_estate,31,none,rent,1,skilled,1,none,yes,No Risk
less_0,21,all_credits_paid_back,radio_tv,435,500_to_1000,less_1,1,female,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,business,7542,100_to_500,4_to_7,5,male,none,4,unknown,55,none,free,2,management_self-employed,2,yes,yes,Risk
0_to_200,15,no_credits,car_used,3626,less_100,unemployed,2,male,none,1,savings_insurance,22,none,own,1,skilled,1,none,yes,No Risk
greater_200,20,outstanding_credit,furniture,5134,100_to_500,4_to_7,4,male,none,4,car_other,43,none,own,2,skilled,1,yes,yes,Risk
less_0,26,outstanding_credit,radio_tv,1853,100_to_500,greater_7,4,female,none,2,car_other,37,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,appliances,7305,500_to_1000,greater_7,5,male,co-applicant,5,car_other,45,none,free,2,skilled,2,yes,yes,Risk
0_to_200,14,prior_payments_delayed,furniture,2411,less_100,1_to_4,2,male,none,2,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
greater_200,25,credits_paid_to_date,car_used,3691,100_to_500,1_to_4,4,male,none,3,car_other,36,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,prior_payments_delayed,radio_tv,2401,100_to_500,less_1,3,male,none,2,savings_insurance,21,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,repairs,6824,unknown,1_to_4,4,female,none,4,car_other,60,stores,free,3,unskilled,2,yes,yes,Risk
0_to_200,4,prior_payments_delayed,vacation,3497,500_to_1000,1_to_4,3,male,co-applicant,2,savings_insurance,41,none,own,2,skilled,1,yes,yes,No Risk
no_checking,26,outstanding_credit,radio_tv,5182,greater_1000,4_to_7,4,male,none,3,car_other,48,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,23,outstanding_credit,appliances,250,100_to_500,greater_7,4,male,none,2,car_other,33,none,own,1,skilled,1,yes,yes,No Risk
no_checking,40,prior_payments_delayed,other,8285,500_to_1000,4_to_7,5,male,none,3,unknown,48,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,619,100_to_500,less_1,1,female,none,2,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,5308,greater_1000,1_to_4,4,male,none,3,savings_insurance,42,none,own,2,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,furniture,2266,500_to_1000,greater_7,3,male,none,3,savings_insurance,63,none,own,2,skilled,2,yes,yes,Risk
less_0,19,credits_paid_to_date,radio_tv,1080,less_100,1_to_4,3,female,none,3,savings_insurance,43,none,rent,1,skilled,1,yes,yes,Risk
less_0,25,prior_payments_delayed,radio_tv,3358,100_to_500,4_to_7,2,female,none,2,savings_insurance,23,bank,own,1,unskilled,2,yes,yes,No Risk
less_0,16,prior_payments_delayed,radio_tv,2878,100_to_500,less_1,2,male,none,2,car_other,29,none,own,1,skilled,2,none,yes,No Risk
no_checking,15,outstanding_credit,furniture,4088,500_to_1000,greater_7,4,male,none,4,unknown,56,none,own,2,skilled,1,yes,yes,No Risk
no_checking,26,outstanding_credit,appliances,6986,500_to_1000,4_to_7,5,female,none,4,unknown,44,none,free,2,management_self-employed,1,yes,no,Risk
less_0,12,all_credits_paid_back,car_used,1844,less_100,1_to_4,1,female,co-applicant,2,real_estate,22,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,15,all_credits_paid_back,appliances,5566,100_to_500,less_1,2,male,none,2,car_other,33,stores,rent,2,unskilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,less_1,1,male,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,15,no_credits,car_new,2949,100_to_500,1_to_4,2,male,none,3,car_other,37,none,own,2,skilled,1,yes,yes,No Risk
no_checking,8,prior_payments_delayed,radio_tv,4375,100_to_500,1_to_4,3,male,none,3,savings_insurance,42,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,32,outstanding_credit,furniture,5460,500_to_1000,1_to_4,4,male,none,5,car_other,41,none,own,1,management_self-employed,1,none,no,Risk
greater_200,29,prior_payments_delayed,education,6295,100_to_500,1_to_4,4,male,none,4,savings_insurance,31,none,own,2,management_self-employed,2,yes,yes,No Risk
0_to_200,31,prior_payments_delayed,radio_tv,2777,greater_1000,1_to_4,2,male,none,2,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,250,less_100,less_1,2,male,none,1,real_estate,21,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,42,prior_payments_delayed,repairs,8226,500_to_1000,4_to_7,4,male,co-applicant,5,unknown,50,none,free,2,skilled,1,yes,yes,Risk
less_0,16,credits_paid_to_date,car_used,333,100_to_500,less_1,1,male,none,2,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,14,credits_paid_to_date,car_new,5946,less_100,less_1,2,male,co-applicant,1,car_other,57,bank,free,2,unemployed,1,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_new,2693,less_100,less_1,1,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,286,100_to_500,less_1,2,female,none,3,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,furniture,5368,less_100,1_to_4,4,male,none,3,car_other,53,none,own,3,management_self-employed,2,yes,yes,Risk
less_0,20,no_credits,vacation,2447,less_100,unemployed,2,female,none,2,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
less_0,4,no_credits,car_new,1833,less_100,unemployed,1,female,none,1,real_estate,23,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,furniture,4324,100_to_500,1_to_4,3,female,none,4,savings_insurance,50,none,own,1,skilled,1,yes,yes,No Risk
no_checking,33,prior_payments_delayed,furniture,4331,500_to_1000,4_to_7,4,male,none,3,car_other,45,stores,own,1,skilled,1,none,yes,Risk
no_checking,36,outstanding_credit,appliances,8248,500_to_1000,greater_7,5,male,co-applicant,5,car_other,51,none,free,3,management_self-employed,2,yes,yes,Risk
0_to_200,13,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,3,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,5723,100_to_500,greater_7,5,male,none,4,unknown,45,none,free,2,skilled,1,yes,no,Risk
greater_200,26,outstanding_credit,radio_tv,6559,100_to_500,greater_7,5,female,none,3,unknown,34,none,free,1,skilled,1,yes,yes,Risk
0_to_200,15,prior_payments_delayed,repairs,2152,500_to_1000,1_to_4,3,male,none,4,savings_insurance,42,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,car_new,452,less_100,1_to_4,2,male,none,3,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,4973,less_100,1_to_4,3,male,none,2,savings_insurance,25,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,2,real_estate,42,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,radio_tv,5076,less_100,1_to_4,2,male,none,3,car_other,38,none,own,2,skilled,1,none,yes,Risk
no_checking,26,prior_payments_delayed,appliances,4486,500_to_1000,4_to_7,4,female,none,4,car_other,48,none,own,1,skilled,1,yes,yes,Risk
less_0,8,prior_payments_delayed,car_new,4334,less_100,1_to_4,1,male,none,2,unknown,45,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,car_used,876,greater_1000,greater_7,3,male,co-applicant,2,savings_insurance,38,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,24,outstanding_credit,radio_tv,4829,100_to_500,4_to_7,3,male,none,2,car_other,41,none,own,2,skilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,1475,unknown,greater_7,4,male,none,4,savings_insurance,46,none,own,1,skilled,2,yes,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,3073,100_to_500,1_to_4,2,male,none,3,real_estate,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,17,outstanding_credit,radio_tv,2634,500_to_1000,greater_7,4,female,none,4,car_other,50,none,own,1,skilled,1,none,no,Risk
no_checking,28,prior_payments_delayed,furniture,4749,100_to_500,4_to_7,4,female,none,3,car_other,42,none,own,2,skilled,1,none,yes,Risk
no_checking,19,outstanding_credit,car_used,3812,500_to_1000,4_to_7,4,female,none,3,car_other,53,stores,own,1,unskilled,2,yes,yes,Risk
no_checking,34,outstanding_credit,radio_tv,6163,500_to_1000,1_to_4,3,male,none,3,car_other,49,none,own,2,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_new,250,500_to_1000,1_to_4,1,male,none,3,savings_insurance,38,none,own,2,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,business,8495,100_to_500,4_to_7,5,male,none,3,car_other,50,none,free,2,management_self-employed,2,yes,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,3676,greater_1000,1_to_4,2,male,none,4,car_other,31,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,32,outstanding_credit,furniture,4843,100_to_500,greater_7,4,male,none,4,unknown,39,bank,own,2,unskilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,appliances,4868,greater_1000,4_to_7,4,female,co-applicant,4,savings_insurance,40,none,own,1,skilled,1,none,yes,Risk
no_checking,37,outstanding_credit,repairs,11676,500_to_1000,greater_7,6,male,co-applicant,5,unknown,58,none,free,2,skilled,2,yes,yes,Risk
0_to_200,12,credits_paid_to_date,car_used,3355,500_to_1000,4_to_7,3,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,3380,less_100,1_to_4,3,female,none,1,savings_insurance,36,none,own,2,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,3869,unknown,4_to_7,4,male,none,4,savings_insurance,43,none,own,2,skilled,1,yes,yes,Risk
less_0,14,all_credits_paid_back,car_used,250,less_100,unemployed,2,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,repairs,9942,greater_1000,greater_7,4,male,co-applicant,5,unknown,57,none,free,2,skilled,2,yes,yes,Risk
less_0,20,prior_payments_delayed,furniture,1333,less_100,4_to_7,2,male,none,3,savings_insurance,39,stores,own,1,skilled,1,yes,yes,Risk
0_to_200,27,credits_paid_to_date,car_new,1634,less_100,4_to_7,3,male,none,3,savings_insurance,45,none,free,2,skilled,1,yes,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,17,prior_payments_delayed,furniture,3016,less_100,less_1,1,female,co-applicant,3,unknown,35,stores,free,2,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_used,250,less_100,less_1,1,female,none,1,savings_insurance,20,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,car_used,1448,less_100,4_to_7,2,male,none,3,car_other,31,stores,own,1,skilled,1,none,yes,Risk
less_0,14,prior_payments_delayed,radio_tv,250,100_to_500,less_1,1,male,none,2,real_estate,24,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,retraining,2573,less_100,1_to_4,3,male,none,3,real_estate,28,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,1_to_4,1,female,none,1,real_estate,23,stores,own,1,skilled,1,none,yes,No Risk
less_0,27,credits_paid_to_date,car_used,1656,less_100,1_to_4,3,male,none,2,savings_insurance,30,none,own,1,skilled,1,yes,yes,Risk
less_0,4,no_credits,car_new,250,less_100,less_1,1,male,none,1,real_estate,37,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,car_used,4215,100_to_500,1_to_4,3,female,none,2,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,furniture,7820,unknown,4_to_7,5,male,co-applicant,5,unknown,41,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,27,all_credits_paid_back,radio_tv,5595,less_100,4_to_7,4,male,none,3,savings_insurance,35,stores,own,2,unskilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,990,100_to_500,unemployed,1,female,none,2,car_other,24,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,32,prior_payments_delayed,furniture,6049,100_to_500,4_to_7,4,male,none,4,car_other,41,none,own,2,skilled,1,none,yes,No Risk
0_to_200,8,all_credits_paid_back,car_new,5082,less_100,less_1,2,female,none,3,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,32,outstanding_credit,radio_tv,5197,500_to_1000,greater_7,5,male,none,5,unknown,55,none,own,2,skilled,1,yes,yes,Risk
no_checking,34,prior_payments_delayed,business,4134,unknown,greater_7,5,female,none,4,unknown,37,none,own,3,skilled,1,none,yes,Risk
0_to_200,15,credits_paid_to_date,car_new,1733,less_100,less_1,2,female,none,2,real_estate,31,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,car_new,1969,less_100,1_to_4,3,male,none,3,car_other,29,stores,rent,1,unskilled,1,yes,yes,No Risk
no_checking,38,prior_payments_delayed,appliances,6691,500_to_1000,1_to_4,4,male,none,4,unknown,39,none,own,2,skilled,1,yes,yes,No Risk
no_checking,38,credits_paid_to_date,appliances,5581,100_to_500,less_1,4,male,none,3,savings_insurance,27,none,own,1,management_self-employed,2,none,yes,Risk
no_checking,29,prior_payments_delayed,car_used,4478,100_to_500,1_to_4,4,female,none,4,car_other,55,none,own,2,skilled,1,none,yes,No Risk
no_checking,21,outstanding_credit,furniture,3736,500_to_1000,greater_7,4,female,none,3,unknown,52,none,free,2,skilled,1,yes,yes,Risk
0_to_200,21,prior_payments_delayed,education,3165,less_100,4_to_7,3,male,none,2,savings_insurance,40,none,own,3,skilled,1,none,yes,Risk
no_checking,23,outstanding_credit,appliances,8300,500_to_1000,1_to_4,4,male,none,5,car_other,28,none,own,1,management_self-employed,1,none,yes,Risk
less_0,16,credits_paid_to_date,car_new,1891,less_100,unemployed,2,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,business,3851,100_to_500,1_to_4,4,male,none,4,car_other,23,stores,own,1,unskilled,1,none,yes,No Risk
greater_200,25,credits_paid_to_date,radio_tv,3064,100_to_500,less_1,3,male,none,2,savings_insurance,29,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,2813,100_to_500,4_to_7,3,male,none,4,car_other,19,none,own,2,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_new,496,less_100,4_to_7,3,female,none,1,real_estate,34,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,18,credits_paid_to_date,car_used,250,less_100,less_1,2,female,co-applicant,3,real_estate,42,none,own,1,skilled,1,none,yes,No Risk
0_to_200,22,all_credits_paid_back,car_new,3147,100_to_500,1_to_4,3,male,none,4,car_other,34,none,own,1,skilled,1,yes,yes,No Risk
no_checking,12,credits_paid_to_date,car_new,2048,less_100,less_1,2,female,none,4,real_estate,35,none,rent,1,skilled,1,none,yes,No Risk
greater_200,19,credits_paid_to_date,retraining,3284,greater_1000,less_1,2,female,none,3,real_estate,33,none,own,2,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,furniture,509,less_100,1_to_4,2,male,co-applicant,3,savings_insurance,23,bank,own,1,unemployed,1,yes,yes,No Risk
0_to_200,14,credits_paid_to_date,furniture,2175,100_to_500,1_to_4,2,male,none,2,savings_insurance,37,none,rent,1,skilled,1,none,yes,No Risk
less_0,20,prior_payments_delayed,car_new,1774,less_100,1_to_4,2,male,none,1,savings_insurance,30,stores,own,1,skilled,1,none,yes,No Risk
less_0,12,prior_payments_delayed,car_used,1097,less_100,1_to_4,2,male,none,3,savings_insurance,34,none,own,1,skilled,1,yes,yes,Risk
less_0,17,credits_paid_to_date,car_used,250,500_to_1000,1_to_4,3,male,none,3,real_estate,29,bank,rent,1,unemployed,2,none,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,4798,100_to_500,4_to_7,4,male,none,4,savings_insurance,41,none,own,2,management_self-employed,1,none,yes,Risk
0_to_200,21,credits_paid_to_date,radio_tv,4660,500_to_1000,1_to_4,3,male,none,4,savings_insurance,20,none,own,2,skilled,1,none,yes,No Risk
0_to_200,33,prior_payments_delayed,radio_tv,2605,greater_1000,greater_7,2,male,none,2,savings_insurance,40,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,car_used,250,less_100,less_1,1,female,none,1,savings_insurance,30,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_used,4801,less_100,1_to_4,3,female,none,3,car_other,35,none,own,1,skilled,1,none,yes,Risk
less_0,8,no_credits,car_used,250,less_100,unemployed,1,male,none,2,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,vacation,2673,500_to_1000,1_to_4,2,male,none,2,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,car_used,250,500_to_1000,1_to_4,3,male,none,2,savings_insurance,23,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,30,outstanding_credit,car_used,2549,500_to_1000,4_to_7,3,male,none,2,car_other,36,none,own,1,skilled,2,yes,yes,No Risk
greater_200,7,prior_payments_delayed,retraining,4939,less_100,1_to_4,3,male,none,4,unknown,31,none,own,2,management_self-employed,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,6415,100_to_500,1_to_4,4,female,none,3,car_other,49,none,own,2,skilled,1,none,yes,No Risk
greater_200,17,credits_paid_to_date,furniture,2083,less_100,4_to_7,2,male,none,1,savings_insurance,33,none,free,1,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,car_new,6669,500_to_1000,4_to_7,3,male,none,3,unknown,47,none,free,3,skilled,1,yes,yes,No Risk
no_checking,25,outstanding_credit,appliances,6890,500_to_1000,1_to_4,3,male,none,4,unknown,37,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,2130,less_100,1_to_4,2,male,none,3,car_other,34,none,own,1,management_self-employed,1,yes,yes,No Risk
greater_200,28,prior_payments_delayed,radio_tv,675,100_to_500,4_to_7,3,female,none,2,real_estate,49,none,own,1,skilled,1,yes,yes,Risk
less_0,10,all_credits_paid_back,furniture,706,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,repairs,6204,500_to_1000,4_to_7,4,male,none,4,car_other,46,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,37,credits_paid_to_date,car_used,1728,greater_1000,4_to_7,2,male,none,2,unknown,30,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,business,2776,unknown,greater_7,5,male,none,3,car_other,29,none,own,1,skilled,1,none,yes,No Risk
greater_200,22,credits_paid_to_date,furniture,4109,less_100,4_to_7,3,male,none,4,unknown,45,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,no_credits,appliances,748,less_100,less_1,2,male,none,1,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,43,outstanding_credit,repairs,7877,unknown,greater_7,5,male,co-applicant,3,unknown,56,none,free,2,skilled,2,yes,yes,Risk
0_to_200,20,prior_payments_delayed,education,250,500_to_1000,1_to_4,2,male,none,3,savings_insurance,20,stores,own,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,3859,less_100,4_to_7,2,male,none,3,car_other,31,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,furniture,4137,100_to_500,4_to_7,3,male,none,2,car_other,19,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,19,credits_paid_to_date,furniture,1283,less_100,unemployed,2,female,none,2,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
greater_200,14,credits_paid_to_date,car_new,1132,less_100,4_to_7,2,female,none,2,car_other,24,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,23,outstanding_credit,other,4929,100_to_500,1_to_4,4,male,none,3,unknown,38,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,32,prior_payments_delayed,radio_tv,7663,100_to_500,1_to_4,3,female,none,4,savings_insurance,36,none,own,2,skilled,1,none,yes,Risk
less_0,13,all_credits_paid_back,car_used,1241,less_100,1_to_4,3,female,none,1,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
greater_200,21,outstanding_credit,business,5668,100_to_500,4_to_7,3,male,none,2,unknown,36,bank,own,1,unskilled,1,none,yes,Risk
less_0,27,prior_payments_delayed,furniture,3170,greater_1000,1_to_4,2,male,none,2,car_other,28,stores,rent,1,skilled,1,none,yes,Risk
0_to_200,26,credits_paid_to_date,furniture,4417,less_100,1_to_4,2,female,co-applicant,2,savings_insurance,21,stores,own,1,skilled,1,none,yes,No Risk
greater_200,20,outstanding_credit,car_used,3074,100_to_500,4_to_7,4,female,guarantor,4,car_other,48,none,free,2,skilled,1,yes,yes,Risk
0_to_200,39,outstanding_credit,appliances,3010,unknown,4_to_7,3,male,none,2,car_other,28,none,own,2,skilled,2,yes,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,6068,100_to_500,1_to_4,4,male,none,4,savings_insurance,41,none,own,2,management_self-employed,2,yes,no,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,male,none,2,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,furniture,3075,500_to_1000,4_to_7,3,male,none,4,unknown,46,none,own,1,skilled,2,none,yes,No Risk
no_checking,44,prior_payments_delayed,repairs,8392,500_to_1000,1_to_4,4,male,co-applicant,3,savings_insurance,33,none,own,2,management_self-employed,2,none,yes,No Risk
less_0,22,credits_paid_to_date,car_used,2304,less_100,4_to_7,3,male,none,3,real_estate,30,none,own,1,skilled,1,none,yes,Risk
no_checking,31,prior_payments_delayed,furniture,2696,500_to_1000,4_to_7,3,male,none,2,car_other,50,none,own,1,skilled,1,yes,yes,No Risk
greater_200,25,outstanding_credit,car_used,4411,greater_1000,1_to_4,4,male,none,4,savings_insurance,41,none,own,2,skilled,1,yes,no,No Risk
less_0,4,all_credits_paid_back,car_new,331,less_100,less_1,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,repairs,1092,500_to_1000,4_to_7,2,male,co-applicant,1,real_estate,29,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,22,outstanding_credit,furniture,5465,500_to_1000,greater_7,4,female,none,3,unknown,41,none,free,1,skilled,1,yes,yes,Risk
0_to_200,25,all_credits_paid_back,appliances,3797,less_100,1_to_4,3,male,none,2,savings_insurance,25,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,1212,less_100,less_1,3,female,none,2,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,radio_tv,878,100_to_500,less_1,2,male,none,3,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,4842,unknown,4_to_7,4,male,none,3,unknown,49,none,own,3,skilled,2,yes,yes,Risk
0_to_200,17,credits_paid_to_date,car_used,1969,less_100,1_to_4,3,male,none,3,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,furniture,1936,less_100,4_to_7,3,male,none,2,savings_insurance,24,none,rent,1,skilled,1,none,yes,No Risk
less_0,6,all_credits_paid_back,car_used,763,less_100,less_1,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,22,outstanding_credit,radio_tv,3902,100_to_500,1_to_4,2,female,none,2,savings_insurance,40,stores,own,2,skilled,1,none,yes,Risk
no_checking,19,prior_payments_delayed,furniture,2665,100_to_500,1_to_4,2,male,none,4,car_other,37,stores,own,1,unskilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,5027,500_to_1000,greater_7,4,male,none,3,savings_insurance,51,none,own,2,skilled,1,yes,yes,Risk
less_0,22,credits_paid_to_date,car_new,250,less_100,1_to_4,2,male,none,3,real_estate,19,bank,rent,1,unemployed,1,yes,yes,No Risk
0_to_200,29,outstanding_credit,radio_tv,6033,unknown,greater_7,4,female,none,3,unknown,53,none,own,3,skilled,2,yes,yes,Risk
0_to_200,13,prior_payments_delayed,retraining,4701,100_to_500,greater_7,4,male,none,3,car_other,36,none,own,2,skilled,1,yes,yes,Risk
no_checking,33,prior_payments_delayed,radio_tv,5243,500_to_1000,4_to_7,4,male,none,3,car_other,47,none,own,2,skilled,1,yes,yes,No Risk
no_checking,17,outstanding_credit,radio_tv,5608,100_to_500,4_to_7,3,female,none,3,unknown,45,none,own,2,skilled,2,yes,yes,Risk
less_0,17,credits_paid_to_date,furniture,626,500_to_1000,less_1,2,male,none,2,car_other,28,none,rent,1,skilled,1,none,yes,No Risk
less_0,23,prior_payments_delayed,car_used,983,500_to_1000,1_to_4,3,female,none,1,savings_insurance,24,stores,own,1,skilled,1,none,yes,No Risk
less_0,14,prior_payments_delayed,car_new,3939,less_100,1_to_4,3,male,none,3,car_other,34,none,own,1,skilled,1,yes,yes,Risk
no_checking,36,outstanding_credit,appliances,7352,greater_1000,greater_7,4,male,co-applicant,5,unknown,36,stores,own,1,unskilled,2,yes,yes,Risk
0_to_200,24,outstanding_credit,education,3152,100_to_500,4_to_7,2,female,none,1,unknown,50,stores,own,1,unskilled,1,none,yes,No Risk
less_0,37,credits_paid_to_date,business,3094,100_to_500,greater_7,4,female,none,3,car_other,31,stores,rent,2,unskilled,1,none,yes,No Risk
0_to_200,27,outstanding_credit,appliances,4188,100_to_500,greater_7,4,male,none,3,car_other,37,bank,own,2,unemployed,1,none,yes,No Risk
greater_200,4,all_credits_paid_back,car_new,2177,less_100,1_to_4,2,female,none,3,savings_insurance,36,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,31,credits_paid_to_date,furniture,2481,greater_1000,1_to_4,3,male,co-applicant,3,car_other,47,stores,rent,1,unemployed,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,radio_tv,250,100_to_500,greater_7,3,female,none,2,savings_insurance,23,bank,own,1,unemployed,1,none,yes,No Risk
0_to_200,23,outstanding_credit,furniture,7710,100_to_500,4_to_7,4,male,none,3,car_other,43,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,7,credits_paid_to_date,car_new,250,less_100,unemployed,2,female,none,2,real_estate,30,none,rent,2,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,furniture,1368,less_100,1_to_4,2,female,none,2,car_other,44,stores,own,2,skilled,1,none,yes,No Risk
no_checking,37,credits_paid_to_date,furniture,1975,500_to_1000,greater_7,3,female,none,4,real_estate,28,bank,own,1,unemployed,1,none,yes,Risk
less_0,8,no_credits,car_used,250,less_100,1_to_4,2,female,none,1,real_estate,33,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,31,credits_paid_to_date,furniture,795,100_to_500,greater_7,4,male,none,4,savings_insurance,27,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,21,all_credits_paid_back,car_new,1092,less_100,1_to_4,2,female,none,1,real_estate,26,stores,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_used,4036,less_100,4_to_7,4,female,none,2,real_estate,34,none,own,1,skilled,1,none,yes,No Risk
less_0,5,prior_payments_delayed,car_new,250,less_100,4_to_7,1,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,5533,500_to_1000,4_to_7,4,female,none,3,savings_insurance,52,none,free,2,management_self-employed,1,none,yes,Risk
no_checking,32,prior_payments_delayed,appliances,5158,unknown,greater_7,5,male,none,3,unknown,42,none,own,3,skilled,2,yes,yes,Risk
0_to_200,27,prior_payments_delayed,furniture,2405,100_to_500,1_to_4,3,female,none,2,real_estate,31,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,appliances,2431,500_to_1000,4_to_7,3,male,none,3,car_other,37,none,free,1,skilled,1,none,yes,No Risk
0_to_200,30,all_credits_paid_back,radio_tv,3420,100_to_500,1_to_4,3,male,none,3,savings_insurance,28,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,4,prior_payments_delayed,car_new,4199,less_100,4_to_7,3,male,none,2,car_other,42,none,own,1,management_self-employed,1,none,yes,Risk
less_0,15,credits_paid_to_date,car_used,462,less_100,4_to_7,2,male,co-applicant,2,real_estate,46,stores,own,1,skilled,1,none,yes,No Risk
less_0,7,prior_payments_delayed,furniture,250,less_100,1_to_4,2,female,none,1,real_estate,37,stores,own,1,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,radio_tv,7341,500_to_1000,1_to_4,3,male,none,4,car_other,40,none,own,2,skilled,1,yes,yes,Risk
less_0,11,prior_payments_delayed,car_used,3190,less_100,1_to_4,3,male,none,2,car_other,29,none,own,2,skilled,1,yes,yes,No Risk
no_checking,29,prior_payments_delayed,furniture,5528,100_to_500,4_to_7,4,female,none,5,savings_insurance,39,none,free,3,management_self-employed,1,yes,yes,Risk
no_checking,35,credits_paid_to_date,car_used,5871,100_to_500,1_to_4,4,male,none,3,car_other,36,stores,own,2,unskilled,2,yes,yes,No Risk
0_to_200,49,outstanding_credit,repairs,4722,greater_1000,greater_7,5,female,co-applicant,3,unknown,37,none,own,2,skilled,1,yes,no,Risk
no_checking,37,prior_payments_delayed,furniture,2544,500_to_1000,4_to_7,4,female,none,4,savings_insurance,49,none,own,2,skilled,1,yes,yes,Risk
no_checking,44,prior_payments_delayed,repairs,6229,500_to_1000,greater_7,3,male,co-applicant,4,unknown,53,none,free,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,radio_tv,435,less_100,less_1,2,male,none,2,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,22,prior_payments_delayed,radio_tv,3539,less_100,1_to_4,3,male,none,2,car_other,35,none,own,1,skilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,furniture,3429,less_100,less_1,2,male,none,2,savings_insurance,36,none,free,1,management_self-employed,1,none,yes,No Risk
0_to_200,23,prior_payments_delayed,retraining,3280,greater_1000,less_1,2,female,none,1,car_other,49,stores,own,1,skilled,2,yes,yes,No Risk
0_to_200,4,no_credits,appliances,250,less_100,unemployed,1,female,co-applicant,2,real_estate,30,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,42,prior_payments_delayed,radio_tv,9856,unknown,greater_7,6,male,co-applicant,5,unknown,53,none,own,2,skilled,2,yes,yes,Risk
no_checking,12,all_credits_paid_back,vacation,868,500_to_1000,unemployed,3,female,none,3,savings_insurance,26,none,rent,1,skilled,1,none,yes,No Risk
less_0,28,credits_paid_to_date,furniture,2451,less_100,1_to_4,3,female,none,3,car_other,41,stores,rent,2,skilled,1,none,yes,No Risk
no_checking,17,credits_paid_to_date,radio_tv,4533,greater_1000,1_to_4,4,male,none,3,real_estate,29,none,rent,2,management_self-employed,1,none,yes,No Risk
less_0,9,prior_payments_delayed,car_new,1099,less_100,1_to_4,3,female,none,1,savings_insurance,30,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,1,real_estate,50,none,rent,1,skilled,1,yes,yes,No Risk
0_to_200,14,prior_payments_delayed,radio_tv,4760,less_100,1_to_4,3,male,co-applicant,3,unknown,40,none,own,2,skilled,1,yes,yes,Risk
no_checking,11,credits_paid_to_date,car_new,3930,less_100,4_to_7,3,male,none,4,savings_insurance,26,stores,own,1,unskilled,1,yes,yes,No Risk
no_checking,35,prior_payments_delayed,education,5993,greater_1000,4_to_7,4,female,none,3,car_other,55,none,own,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,2517,less_100,unemployed,2,male,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,repairs,5602,unknown,1_to_4,3,female,none,4,car_other,47,none,own,1,skilled,1,none,yes,Risk
no_checking,37,prior_payments_delayed,furniture,8265,unknown,4_to_7,4,male,co-applicant,5,car_other,38,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,30,prior_payments_delayed,appliances,6205,100_to_500,greater_7,5,female,none,3,car_other,48,none,own,1,skilled,1,none,yes,Risk
0_to_200,16,credits_paid_to_date,furniture,6053,100_to_500,4_to_7,3,male,none,3,car_other,28,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,33,credits_paid_to_date,radio_tv,4781,100_to_500,1_to_4,4,male,none,4,savings_insurance,36,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,14,credits_paid_to_date,car_used,4162,less_100,less_1,2,male,none,4,car_other,34,stores,rent,1,unskilled,1,none,yes,Risk
no_checking,27,prior_payments_delayed,appliances,4450,500_to_1000,greater_7,4,female,none,4,savings_insurance,43,none,own,2,skilled,1,yes,yes,Risk
no_checking,31,prior_payments_delayed,car_used,3830,500_to_1000,4_to_7,3,male,none,3,savings_insurance,37,none,own,1,skilled,1,yes,yes,Risk
no_checking,30,prior_payments_delayed,appliances,7351,100_to_500,4_to_7,4,male,none,3,unknown,53,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,100_to_500,1_to_4,2,male,none,1,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,radio_tv,4040,less_100,4_to_7,3,male,none,3,savings_insurance,31,none,own,2,skilled,1,yes,yes,Risk
0_to_200,5,credits_paid_to_date,car_used,1509,500_to_1000,1_to_4,2,female,none,2,savings_insurance,31,none,own,1,skilled,1,none,no,No Risk
no_checking,26,outstanding_credit,business,9574,500_to_1000,greater_7,6,male,co-applicant,5,unknown,56,stores,free,2,unskilled,2,yes,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,3,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,appliances,5334,100_to_500,less_1,4,male,none,4,car_other,38,none,own,1,skilled,2,yes,yes,No Risk
no_checking,8,prior_payments_delayed,furniture,4753,less_100,1_to_4,4,female,none,4,savings_insurance,39,none,own,2,management_self-employed,2,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,7499,100_to_500,less_1,3,male,none,4,unknown,37,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,3149,500_to_1000,1_to_4,2,female,none,4,savings_insurance,24,none,own,1,skilled,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_new,5100,less_100,less_1,2,male,none,2,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
less_0,32,prior_payments_delayed,appliances,668,greater_1000,4_to_7,2,female,none,1,car_other,38,bank,rent,2,unemployed,1,none,yes,No Risk
less_0,37,credits_paid_to_date,business,4057,less_100,1_to_4,3,male,none,1,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,radio_tv,4843,500_to_1000,4_to_7,4,female,none,4,car_other,49,none,own,1,skilled,1,none,no,Risk
no_checking,37,credits_paid_to_date,appliances,5126,unknown,greater_7,4,male,none,4,savings_insurance,47,none,free,2,skilled,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,furniture,2403,500_to_1000,greater_7,3,male,none,3,car_other,30,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,32,outstanding_credit,other,9724,500_to_1000,greater_7,5,male,none,5,car_other,46,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,8,credits_paid_to_date,car_new,2099,100_to_500,1_to_4,2,female,none,3,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,other,5991,greater_1000,greater_7,5,male,none,4,car_other,45,stores,rent,1,unskilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,education,466,100_to_500,1_to_4,2,female,none,2,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,car_new,3116,less_100,unemployed,1,female,none,2,savings_insurance,21,none,rent,1,skilled,1,none,yes,No Risk
no_checking,12,prior_payments_delayed,car_used,2794,greater_1000,1_to_4,3,male,none,3,savings_insurance,37,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,9,credits_paid_to_date,car_new,250,less_100,4_to_7,1,male,none,1,savings_insurance,34,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,33,outstanding_credit,furniture,4658,greater_1000,4_to_7,4,male,none,4,savings_insurance,41,none,free,2,skilled,1,yes,yes,No Risk
less_0,22,credits_paid_to_date,car_used,2119,less_100,less_1,3,female,none,1,car_other,30,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,furniture,2659,unknown,greater_7,4,female,none,4,car_other,41,none,own,1,skilled,1,none,yes,Risk
no_checking,37,prior_payments_delayed,furniture,5424,500_to_1000,4_to_7,4,male,none,3,car_other,52,none,free,2,skilled,1,yes,yes,Risk
0_to_200,4,prior_payments_delayed,car_new,1233,100_to_500,less_1,2,female,none,3,car_other,26,none,rent,1,skilled,1,none,yes,No Risk
greater_200,31,prior_payments_delayed,appliances,4073,100_to_500,greater_7,3,male,none,3,savings_insurance,36,none,own,1,skilled,2,none,yes,No Risk
no_checking,11,outstanding_credit,furniture,3389,100_to_500,1_to_4,3,male,none,4,unknown,39,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,8,all_credits_paid_back,car_new,250,less_100,unemployed,2,male,none,2,savings_insurance,23,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,radio_tv,6474,unknown,greater_7,4,male,co-applicant,4,unknown,53,none,own,2,skilled,2,yes,yes,Risk
no_checking,42,outstanding_credit,appliances,3437,unknown,greater_7,5,male,none,3,unknown,38,none,own,2,skilled,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,8614,500_to_1000,1_to_4,4,male,co-applicant,3,car_other,38,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,car_new,1216,500_to_1000,4_to_7,2,male,none,3,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,31,outstanding_credit,appliances,3201,100_to_500,greater_7,4,male,none,3,savings_insurance,35,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,outstanding_credit,furniture,2160,unknown,greater_7,4,male,none,5,car_other,32,none,own,1,skilled,1,yes,yes,No Risk
no_checking,35,prior_payments_delayed,appliances,5070,500_to_1000,1_to_4,4,male,none,3,unknown,42,none,own,1,skilled,1,yes,yes,No Risk
no_checking,21,outstanding_credit,radio_tv,6363,500_to_1000,1_to_4,3,male,none,3,savings_insurance,42,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,31,credits_paid_to_date,furniture,5205,100_to_500,1_to_4,3,male,none,2,car_other,38,none,own,2,skilled,1,yes,yes,No Risk
no_checking,14,outstanding_credit,radio_tv,1582,greater_1000,less_1,2,male,none,3,savings_insurance,34,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,business,6794,unknown,4_to_7,3,male,none,3,car_other,44,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,radio_tv,250,less_100,less_1,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,appliances,8968,unknown,4_to_7,5,male,co-applicant,4,unknown,53,none,free,2,management_self-employed,2,yes,yes,No Risk
no_checking,19,credits_paid_to_date,furniture,1166,greater_1000,4_to_7,2,male,none,3,real_estate,33,stores,own,1,unskilled,1,yes,yes,No Risk
no_checking,31,outstanding_credit,repairs,6460,500_to_1000,4_to_7,5,male,none,3,unknown,47,none,free,2,skilled,1,yes,yes,Risk
no_checking,31,outstanding_credit,repairs,6818,greater_1000,greater_7,5,male,co-applicant,4,car_other,41,none,free,3,skilled,2,yes,yes,Risk
less_0,11,all_credits_paid_back,car_new,996,less_100,1_to_4,2,female,none,2,real_estate,32,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,9,prior_payments_delayed,car_new,4316,100_to_500,less_1,3,female,none,3,savings_insurance,33,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,43,prior_payments_delayed,furniture,5267,unknown,4_to_7,4,female,none,4,car_other,51,none,own,3,skilled,1,yes,yes,Risk
no_checking,23,outstanding_credit,appliances,7682,500_to_1000,1_to_4,3,male,none,4,car_other,41,stores,own,1,unskilled,1,yes,yes,Risk
no_checking,42,prior_payments_delayed,furniture,5057,unknown,greater_7,4,female,co-applicant,4,savings_insurance,53,none,own,2,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,2338,greater_1000,4_to_7,4,male,none,4,savings_insurance,39,none,free,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,furniture,4524,100_to_500,4_to_7,3,male,none,2,savings_insurance,49,bank,rent,2,unskilled,2,yes,yes,No Risk
0_to_200,11,credits_paid_to_date,car_new,2306,less_100,less_1,2,female,none,1,savings_insurance,25,none,own,1,skilled,1,none,yes,No Risk
greater_200,35,prior_payments_delayed,car_used,4625,greater_1000,4_to_7,4,male,none,4,savings_insurance,43,none,own,2,skilled,1,none,yes,Risk
no_checking,8,credits_paid_to_date,furniture,3147,less_100,unemployed,1,female,none,3,savings_insurance,28,none,rent,1,management_self-employed,2,none,yes,No Risk
no_checking,31,outstanding_credit,appliances,7665,unknown,greater_7,4,male,co-applicant,4,unknown,54,none,free,3,skilled,2,yes,no,Risk
no_checking,8,prior_payments_delayed,car_used,6282,greater_1000,greater_7,4,male,none,4,car_other,43,none,own,2,skilled,1,none,yes,No Risk
greater_200,24,credits_paid_to_date,car_used,3496,100_to_500,4_to_7,3,female,none,3,savings_insurance,41,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,radio_tv,250,less_100,1_to_4,2,male,none,2,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
less_0,36,credits_paid_to_date,car_used,3787,greater_1000,greater_7,4,female,none,4,car_other,38,none,free,2,skilled,1,yes,yes,Risk
no_checking,9,prior_payments_delayed,radio_tv,6203,100_to_500,4_to_7,4,female,none,4,savings_insurance,39,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,19,credits_paid_to_date,radio_tv,723,500_to_1000,1_to_4,3,male,none,2,car_other,34,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,3091,500_to_1000,4_to_7,4,male,none,4,car_other,31,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,35,credits_paid_to_date,appliances,6651,100_to_500,1_to_4,4,female,none,4,savings_insurance,40,none,own,1,skilled,1,none,yes,Risk
no_checking,28,prior_payments_delayed,business,3589,100_to_500,greater_7,4,female,none,3,unknown,45,bank,free,1,unemployed,1,yes,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,1718,less_100,1_to_4,1,female,none,3,real_estate,27,stores,own,1,skilled,1,none,yes,No Risk
no_checking,18,credits_paid_to_date,radio_tv,2405,100_to_500,4_to_7,4,female,none,2,savings_insurance,46,none,own,1,skilled,1,none,yes,Risk
less_0,15,credits_paid_to_date,vacation,4273,less_100,less_1,3,female,none,2,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,17,outstanding_credit,education,2042,500_to_1000,4_to_7,3,female,guarantor,3,unknown,53,none,free,1,skilled,1,yes,yes,Risk
0_to_200,23,credits_paid_to_date,car_used,1964,less_100,1_to_4,3,male,none,3,savings_insurance,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,radio_tv,2522,100_to_500,1_to_4,3,male,none,4,savings_insurance,35,none,rent,1,management_self-employed,2,none,yes,Risk
no_checking,38,prior_payments_delayed,other,5877,500_to_1000,4_to_7,5,male,none,3,savings_insurance,38,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,14,all_credits_paid_back,furniture,250,500_to_1000,1_to_4,3,female,none,2,savings_insurance,28,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,3917,less_100,less_1,1,male,none,3,car_other,29,none,own,1,skilled,1,none,yes,No Risk
greater_200,17,outstanding_credit,radio_tv,6172,100_to_500,1_to_4,3,female,none,2,car_other,38,none,free,2,skilled,1,none,yes,Risk
no_checking,34,outstanding_credit,repairs,8281,greater_1000,greater_7,5,male,co-applicant,3,unknown,56,none,own,2,skilled,2,yes,yes,Risk
less_0,22,credits_paid_to_date,retraining,2892,less_100,1_to_4,2,male,none,3,car_other,25,none,own,1,skilled,1,yes,yes,No Risk
no_checking,30,outstanding_credit,furniture,5776,500_to_1000,4_to_7,3,female,guarantor,4,unknown,70,stores,free,2,unskilled,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,education,2579,unknown,4_to_7,2,female,none,3,car_other,52,none,own,2,skilled,1,yes,yes,Risk
no_checking,28,prior_payments_delayed,car_used,4523,100_to_500,1_to_4,3,male,none,4,savings_insurance,37,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,21,prior_payments_delayed,radio_tv,5852,unknown,1_to_4,4,female,co-applicant,4,savings_insurance,41,bank,own,2,unemployed,1,yes,yes,Risk
greater_200,31,outstanding_credit,appliances,4295,500_to_1000,4_to_7,4,female,co-applicant,5,car_other,45,none,free,2,management_self-employed,1,yes,yes,Risk
less_0,18,credits_paid_to_date,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,25,prior_payments_delayed,radio_tv,4901,less_100,greater_7,4,female,none,2,savings_insurance,42,none,own,1,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,car_new,250,500_to_1000,1_to_4,2,female,none,3,savings_insurance,22,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,1445,less_100,less_1,2,female,none,1,savings_insurance,41,none,rent,1,skilled,1,none,yes,No Risk
less_0,18,credits_paid_to_date,retraining,2160,less_100,less_1,2,female,none,2,savings_insurance,20,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,furniture,7261,500_to_1000,greater_7,5,male,guarantor,5,car_other,65,stores,own,2,unskilled,1,yes,no,Risk
0_to_200,8,prior_payments_delayed,car_used,3473,500_to_1000,less_1,3,male,none,2,car_other,35,none,own,2,skilled,1,yes,yes,No Risk
no_checking,38,prior_payments_delayed,other,8238,500_to_1000,4_to_7,4,male,none,3,car_other,42,none,own,1,management_self-employed,2,none,yes,Risk
less_0,12,prior_payments_delayed,car_new,250,greater_1000,4_to_7,2,male,none,1,real_estate,23,stores,rent,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_new,2527,less_100,4_to_7,3,male,none,2,car_other,37,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,8318,greater_1000,1_to_4,4,male,none,4,unknown,47,none,own,2,management_self-employed,2,yes,yes,No Risk
0_to_200,28,credits_paid_to_date,car_used,2901,500_to_1000,1_to_4,2,male,guarantor,4,car_other,44,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,3714,500_to_1000,4_to_7,4,female,none,4,unknown,41,bank,own,2,unemployed,1,yes,yes,Risk
less_0,22,credits_paid_to_date,car_new,3410,less_100,less_1,2,female,none,2,real_estate,22,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,9,prior_payments_delayed,furniture,960,100_to_500,less_1,3,male,none,2,real_estate,27,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_used,993,less_100,4_to_7,1,female,none,1,real_estate,25,stores,own,1,skilled,1,none,yes,No Risk
greater_200,42,outstanding_credit,repairs,5765,unknown,greater_7,3,male,none,3,car_other,53,stores,own,2,skilled,1,none,yes,No Risk
no_checking,41,prior_payments_delayed,vacation,5887,500_to_1000,greater_7,4,male,none,4,unknown,47,none,free,2,skilled,1,yes,yes,Risk
0_to_200,21,outstanding_credit,radio_tv,3364,100_to_500,1_to_4,2,female,none,1,savings_insurance,44,stores,rent,2,skilled,2,yes,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,4754,unknown,greater_7,4,male,none,4,savings_insurance,55,none,own,2,management_self-employed,2,yes,yes,No Risk
0_to_200,24,credits_paid_to_date,radio_tv,4493,less_100,less_1,2,male,none,3,car_other,27,bank,own,1,unskilled,1,yes,yes,No Risk
less_0,17,prior_payments_delayed,radio_tv,1721,100_to_500,1_to_4,3,male,none,3,car_other,29,bank,rent,2,unskilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,unemployed,1,male,none,2,savings_insurance,20,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,radio_tv,3397,100_to_500,1_to_4,3,female,none,2,unknown,36,stores,own,2,unskilled,1,none,yes,Risk
no_checking,26,outstanding_credit,other,6324,500_to_1000,greater_7,4,male,none,4,unknown,52,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,25,credits_paid_to_date,car_new,3027,less_100,1_to_4,3,male,none,2,savings_insurance,31,none,own,1,skilled,2,yes,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,5787,100_to_500,1_to_4,3,female,none,3,savings_insurance,36,none,own,1,skilled,1,yes,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,5866,500_to_1000,4_to_7,4,female,none,4,car_other,41,none,free,3,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,842,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,6676,100_to_500,4_to_7,4,male,none,4,car_other,71,none,free,3,management_self-employed,2,yes,yes,Risk
no_checking,17,credits_paid_to_date,furniture,1557,100_to_500,1_to_4,3,male,none,3,real_estate,32,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,radio_tv,4067,greater_1000,4_to_7,3,male,none,3,car_other,36,none,rent,2,management_self-employed,1,none,yes,No Risk
less_0,17,credits_paid_to_date,furniture,250,100_to_500,1_to_4,2,male,none,1,real_estate,29,none,rent,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,vacation,2380,less_100,less_1,2,female,none,2,savings_insurance,28,none,rent,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,1507,greater_1000,1_to_4,3,female,none,4,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,vacation,1103,less_100,less_1,2,female,none,2,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
greater_200,6,credits_paid_to_date,car_new,3553,less_100,1_to_4,3,male,none,4,savings_insurance,26,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,car_used,2276,100_to_500,1_to_4,2,male,none,3,savings_insurance,36,none,own,2,skilled,1,yes,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,4803,100_to_500,greater_7,4,male,none,4,car_other,47,none,own,2,skilled,1,yes,yes,Risk
0_to_200,15,credits_paid_to_date,car_new,1801,less_100,less_1,3,male,co-applicant,4,savings_insurance,34,none,own,1,skilled,1,yes,yes,Risk
less_0,35,all_credits_paid_back,radio_tv,250,less_100,1_to_4,3,female,none,1,savings_insurance,32,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,furniture,3240,greater_1000,greater_7,3,male,co-applicant,4,car_other,42,none,free,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,education,523,less_100,unemployed,2,male,none,1,savings_insurance,19,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,car_used,250,less_100,less_1,2,male,none,2,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,9,credits_paid_to_date,vacation,1065,less_100,1_to_4,3,male,none,3,real_estate,38,none,rent,1,management_self-employed,1,none,yes,No Risk
greater_200,23,credits_paid_to_date,radio_tv,2976,100_to_500,4_to_7,4,female,none,4,car_other,49,none,own,1,skilled,1,yes,yes,Risk
0_to_200,10,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_new,3786,less_100,less_1,3,male,co-applicant,3,real_estate,35,none,own,2,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_new,250,less_100,4_to_7,3,female,none,1,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,15,no_credits,car_new,5143,less_100,less_1,2,female,none,2,real_estate,26,bank,own,1,unskilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,radio_tv,4539,100_to_500,1_to_4,3,female,none,3,savings_insurance,37,none,own,1,management_self-employed,1,none,no,No Risk
no_checking,29,outstanding_credit,appliances,5018,500_to_1000,1_to_4,3,male,none,4,car_other,67,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,furniture,1782,less_100,less_1,1,female,none,1,savings_insurance,33,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,appliances,6304,500_to_1000,greater_7,5,male,co-applicant,5,unknown,54,none,free,3,management_self-employed,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,250,less_100,less_1,2,female,none,2,savings_insurance,27,none,own,1,skilled,1,yes,yes,Risk
less_0,22,prior_payments_delayed,radio_tv,250,less_100,1_to_4,1,male,none,2,real_estate,20,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,radio_tv,7031,500_to_1000,4_to_7,4,male,none,3,car_other,45,stores,own,2,unskilled,2,yes,yes,No Risk
0_to_200,5,prior_payments_delayed,car_new,250,less_100,4_to_7,3,male,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,business,7554,100_to_500,greater_7,5,female,none,5,unknown,43,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,31,prior_payments_delayed,radio_tv,7098,100_to_500,4_to_7,4,male,none,5,unknown,30,stores,own,1,skilled,1,yes,yes,Risk
0_to_200,14,prior_payments_delayed,car_new,2531,100_to_500,4_to_7,3,female,none,1,car_other,44,bank,own,2,unemployed,2,yes,yes,No Risk
no_checking,12,credits_paid_to_date,car_used,4315,less_100,1_to_4,4,male,none,2,car_other,45,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,6029,100_to_500,1_to_4,3,female,none,4,car_other,44,none,own,1,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,education,426,100_to_500,less_1,2,male,none,1,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,repairs,7687,500_to_1000,greater_7,4,male,co-applicant,5,unknown,49,none,free,2,skilled,1,yes,yes,Risk
no_checking,27,outstanding_credit,radio_tv,8284,500_to_1000,4_to_7,5,male,co-applicant,4,unknown,54,none,free,2,skilled,2,yes,yes,Risk
less_0,14,prior_payments_delayed,radio_tv,2243,less_100,1_to_4,2,male,none,2,car_other,46,none,own,2,skilled,2,yes,yes,Risk
no_checking,18,credits_paid_to_date,furniture,1070,100_to_500,4_to_7,3,female,none,4,car_other,38,none,own,1,skilled,1,yes,yes,Risk
less_0,15,prior_payments_delayed,car_used,1843,less_100,less_1,2,male,none,2,real_estate,33,none,own,2,skilled,2,none,yes,Risk
greater_200,20,credits_paid_to_date,radio_tv,3316,less_100,unemployed,2,male,none,3,savings_insurance,27,none,rent,1,skilled,1,none,yes,Risk
no_checking,36,prior_payments_delayed,other,5835,500_to_1000,greater_7,4,male,co-applicant,4,unknown,54,none,free,3,skilled,2,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_new,1605,less_100,4_to_7,2,male,none,1,real_estate,39,none,own,1,skilled,1,none,yes,No Risk
greater_200,20,outstanding_credit,radio_tv,4351,unknown,1_to_4,4,male,none,3,savings_insurance,37,none,free,2,skilled,1,yes,yes,No Risk
less_0,10,prior_payments_delayed,furniture,250,500_to_1000,4_to_7,3,female,none,1,car_other,30,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,furniture,2410,less_100,less_1,2,male,none,2,car_other,39,stores,own,1,skilled,1,none,yes,No Risk
no_checking,43,credits_paid_to_date,furniture,2668,500_to_1000,4_to_7,3,male,none,2,car_other,39,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,46,outstanding_credit,radio_tv,6509,greater_1000,greater_7,4,male,guarantor,5,car_other,62,none,free,2,skilled,2,yes,yes,Risk
greater_200,30,prior_payments_delayed,education,3690,500_to_1000,greater_7,3,female,none,3,savings_insurance,37,stores,free,2,skilled,1,none,yes,Risk
less_0,24,credits_paid_to_date,retraining,1982,less_100,less_1,2,female,none,3,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,radio_tv,576,100_to_500,4_to_7,3,male,none,2,savings_insurance,29,none,own,1,skilled,1,none,yes,Risk
less_0,27,credits_paid_to_date,furniture,1459,less_100,4_to_7,3,male,none,2,car_other,41,stores,own,2,unskilled,1,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
less_0,12,prior_payments_delayed,car_new,973,less_100,1_to_4,1,female,none,2,car_other,30,stores,own,1,skilled,1,none,yes,Risk
less_0,14,prior_payments_delayed,furniture,250,500_to_1000,1_to_4,3,male,none,1,savings_insurance,24,none,own,1,skilled,1,yes,yes,No Risk
less_0,8,prior_payments_delayed,furniture,636,less_100,less_1,1,female,none,1,savings_insurance,31,stores,own,2,skilled,1,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,250,100_to_500,4_to_7,2,female,none,2,car_other,48,stores,own,2,skilled,1,none,yes,No Risk
less_0,8,all_credits_paid_back,car_new,250,100_to_500,less_1,1,male,none,2,real_estate,27,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,15,outstanding_credit,car_used,4212,100_to_500,4_to_7,4,male,none,3,car_other,38,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,44,prior_payments_delayed,repairs,10792,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,51,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,20,credits_paid_to_date,education,5697,greater_1000,4_to_7,4,female,none,4,savings_insurance,45,none,own,3,skilled,2,yes,yes,No Risk
less_0,18,prior_payments_delayed,furniture,1079,less_100,less_1,1,female,none,2,real_estate,35,stores,own,2,skilled,2,yes,yes,No Risk
no_checking,19,credits_paid_to_date,radio_tv,1426,less_100,less_1,1,female,none,3,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
0_to_200,36,outstanding_credit,appliances,3998,500_to_1000,greater_7,4,male,none,4,car_other,36,none,own,2,skilled,1,none,yes,No Risk
0_to_200,5,all_credits_paid_back,car_new,250,100_to_500,less_1,2,male,none,2,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,38,outstanding_credit,other,6830,greater_1000,greater_7,4,male,none,3,car_other,33,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,18,all_credits_paid_back,vacation,1849,100_to_500,1_to_4,2,female,none,1,car_other,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,53,outstanding_credit,radio_tv,9963,greater_1000,4_to_7,4,male,guarantor,3,unknown,55,none,own,2,skilled,1,yes,yes,Risk
no_checking,30,outstanding_credit,other,5206,greater_1000,greater_7,5,female,none,3,unknown,35,none,own,1,skilled,1,none,yes,Risk
less_0,12,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,car_new,3777,100_to_500,1_to_4,3,male,none,4,savings_insurance,50,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,2112,less_100,less_1,3,female,none,3,savings_insurance,34,none,own,2,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,250,500_to_1000,less_1,2,female,none,3,savings_insurance,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,repairs,7157,500_to_1000,greater_7,4,male,co-applicant,5,unknown,47,none,free,2,skilled,1,yes,yes,Risk
no_checking,28,outstanding_credit,appliances,4053,unknown,greater_7,5,male,none,3,unknown,45,none,own,2,skilled,1,none,yes,Risk
less_0,23,credits_paid_to_date,retraining,2480,less_100,4_to_7,3,male,none,3,savings_insurance,28,none,own,2,skilled,1,none,yes,Risk
no_checking,32,outstanding_credit,furniture,4947,500_to_1000,greater_7,3,male,co-applicant,4,unknown,33,bank,own,1,unskilled,1,yes,yes,Risk
no_checking,32,outstanding_credit,repairs,5613,500_to_1000,greater_7,5,male,co-applicant,5,car_other,44,none,free,2,management_self-employed,1,yes,yes,Risk
less_0,4,no_credits,repairs,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,38,outstanding_credit,repairs,2881,100_to_500,1_to_4,3,male,none,3,car_other,29,none,rent,1,skilled,1,none,yes,Risk
no_checking,14,outstanding_credit,retraining,7135,greater_1000,1_to_4,4,male,none,4,car_other,40,none,own,2,management_self-employed,1,yes,yes,No Risk
no_checking,30,outstanding_credit,furniture,6943,500_to_1000,greater_7,4,male,co-applicant,3,unknown,61,bank,own,2,unemployed,2,yes,yes,Risk
less_0,27,credits_paid_to_date,repairs,250,less_100,unemployed,1,female,none,2,savings_insurance,21,stores,rent,1,skilled,1,none,yes,Risk
0_to_200,19,credits_paid_to_date,retraining,3060,less_100,1_to_4,3,female,none,1,savings_insurance,36,none,own,2,skilled,1,yes,yes,No Risk
greater_200,17,outstanding_credit,radio_tv,827,unknown,4_to_7,2,male,none,3,car_other,36,none,own,1,skilled,1,yes,no,Risk
0_to_200,13,credits_paid_to_date,car_used,2663,500_to_1000,4_to_7,3,female,co-applicant,4,savings_insurance,41,bank,rent,2,unemployed,1,yes,no,No Risk
0_to_200,32,prior_payments_delayed,business,5475,100_to_500,4_to_7,3,female,none,3,savings_insurance,43,none,own,2,skilled,1,yes,yes,Risk
no_checking,30,credits_paid_to_date,appliances,4412,100_to_500,1_to_4,3,female,none,3,savings_insurance,36,bank,rent,1,unskilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,3516,less_100,less_1,2,male,none,2,real_estate,27,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,12,all_credits_paid_back,furniture,1851,less_100,1_to_4,3,female,none,2,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,2873,greater_1000,4_to_7,3,male,none,3,savings_insurance,40,none,rent,2,skilled,1,none,yes,Risk
less_0,15,credits_paid_to_date,vacation,2223,100_to_500,less_1,2,female,none,1,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
less_0,8,all_credits_paid_back,car_new,250,500_to_1000,4_to_7,2,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,5859,100_to_500,4_to_7,4,female,none,4,savings_insurance,49,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,21,credits_paid_to_date,furniture,514,100_to_500,1_to_4,2,male,none,3,real_estate,31,bank,rent,1,unemployed,1,none,yes,Risk
0_to_200,27,outstanding_credit,appliances,5929,100_to_500,greater_7,4,male,none,3,unknown,44,none,own,2,skilled,1,yes,yes,No Risk
no_checking,31,outstanding_credit,other,4452,unknown,greater_7,5,male,none,3,car_other,46,none,own,2,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,5426,100_to_500,less_1,3,female,none,3,savings_insurance,37,none,rent,2,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_new,377,less_100,less_1,2,female,none,2,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,business,6971,500_to_1000,greater_7,5,male,none,3,unknown,50,none,free,2,management_self-employed,2,yes,yes,No Risk
0_to_200,26,prior_payments_delayed,car_used,2309,100_to_500,1_to_4,3,female,co-applicant,2,car_other,37,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,24,prior_payments_delayed,car_used,4629,500_to_1000,less_1,2,female,none,2,car_other,46,none,free,2,skilled,1,none,yes,Risk
0_to_200,32,credits_paid_to_date,radio_tv,250,less_100,1_to_4,3,male,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,car_used,4877,500_to_1000,less_1,4,female,none,3,car_other,48,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,appliances,2296,less_100,unemployed,2,female,none,1,savings_insurance,26,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,4,prior_payments_delayed,car_new,250,500_to_1000,1_to_4,2,male,none,3,car_other,34,none,rent,1,skilled,1,yes,yes,No Risk
less_0,31,outstanding_credit,other,4795,100_to_500,greater_7,3,male,none,2,car_other,33,none,free,2,skilled,1,yes,yes,No Risk
no_checking,40,prior_payments_delayed,education,8497,unknown,greater_7,5,male,co-applicant,3,unknown,49,none,free,2,skilled,2,yes,yes,Risk
no_checking,25,credits_paid_to_date,vacation,5482,100_to_500,greater_7,4,female,none,3,car_other,43,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,20,outstanding_credit,car_used,1753,500_to_1000,1_to_4,2,male,none,4,real_estate,37,none,own,1,skilled,1,yes,yes,Risk
less_0,9,all_credits_paid_back,car_used,649,100_to_500,less_1,1,female,none,2,savings_insurance,23,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,8,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,2,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,5822,100_to_500,less_1,4,male,none,3,savings_insurance,39,stores,own,2,unskilled,2,yes,yes,No Risk
no_checking,21,outstanding_credit,radio_tv,3371,500_to_1000,4_to_7,4,male,none,4,savings_insurance,44,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,33,prior_payments_delayed,appliances,5009,500_to_1000,4_to_7,4,male,none,4,savings_insurance,45,none,own,2,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,250,less_100,less_1,1,female,none,2,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,car_used,5583,500_to_1000,4_to_7,3,female,guarantor,4,savings_insurance,49,bank,own,2,unemployed,1,yes,yes,Risk
0_to_200,15,no_credits,car_used,1671,less_100,unemployed,2,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,appliances,8141,500_to_1000,greater_7,5,male,none,4,car_other,53,none,free,2,skilled,1,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_used,2771,less_100,1_to_4,2,male,none,3,real_estate,23,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,41,prior_payments_delayed,repairs,7347,500_to_1000,4_to_7,5,male,co-applicant,3,unknown,44,none,own,2,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,2121,less_100,less_1,2,male,none,1,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,furniture,4051,greater_1000,greater_7,4,male,none,3,savings_insurance,37,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,36,outstanding_credit,retraining,6816,greater_1000,greater_7,5,male,none,3,unknown,41,none,free,2,skilled,2,yes,yes,Risk
no_checking,37,prior_payments_delayed,vacation,7400,500_to_1000,greater_7,5,male,none,3,unknown,50,none,own,2,skilled,2,yes,yes,Risk
0_to_200,5,all_credits_paid_back,car_used,691,less_100,1_to_4,3,female,none,3,savings_insurance,19,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,18,prior_payments_delayed,car_new,3548,less_100,1_to_4,2,male,co-applicant,2,car_other,37,stores,own,2,skilled,1,none,yes,No Risk
no_checking,12,all_credits_paid_back,vacation,1529,500_to_1000,4_to_7,3,female,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
less_0,22,prior_payments_delayed,radio_tv,2131,greater_1000,4_to_7,3,male,co-applicant,4,car_other,49,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,19,prior_payments_delayed,radio_tv,1371,100_to_500,1_to_4,3,male,none,2,savings_insurance,35,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,20,prior_payments_delayed,furniture,3315,less_100,less_1,3,female,none,2,unknown,35,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,18,prior_payments_delayed,car_used,670,100_to_500,1_to_4,3,male,none,3,savings_insurance,29,none,rent,1,skilled,1,none,yes,No Risk
greater_200,19,credits_paid_to_date,radio_tv,3044,less_100,4_to_7,3,male,none,2,car_other,46,none,own,1,skilled,1,none,yes,Risk
no_checking,22,outstanding_credit,furniture,2150,500_to_1000,1_to_4,4,male,none,3,savings_insurance,55,none,own,1,management_self-employed,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,radio_tv,5663,greater_1000,4_to_7,3,male,none,3,unknown,40,bank,own,3,unemployed,2,yes,yes,No Risk
0_to_200,13,all_credits_paid_back,furniture,3638,less_100,1_to_4,2,female,none,3,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
less_0,22,prior_payments_delayed,furniture,1129,greater_1000,1_to_4,3,female,none,2,car_other,37,bank,rent,2,unemployed,2,yes,yes,No Risk
no_checking,34,prior_payments_delayed,appliances,6502,500_to_1000,4_to_7,5,female,co-applicant,3,car_other,54,none,own,1,skilled,1,none,yes,No Risk
no_checking,42,outstanding_credit,other,6762,unknown,greater_7,5,male,none,3,car_other,49,none,own,2,skilled,2,yes,yes,No Risk
less_0,7,no_credits,car_used,250,less_100,less_1,2,male,none,2,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,35,outstanding_credit,repairs,5650,500_to_1000,greater_7,5,male,none,3,unknown,45,none,own,2,skilled,1,yes,yes,Risk
no_checking,32,credits_paid_to_date,car_used,1553,greater_1000,1_to_4,4,male,none,3,real_estate,44,none,own,1,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,furniture,2165,100_to_500,1_to_4,2,female,co-applicant,3,savings_insurance,37,bank,own,1,unskilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,radio_tv,405,less_100,less_1,2,female,none,1,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,furniture,2476,less_100,1_to_4,3,male,none,3,real_estate,28,none,own,2,skilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_used,828,100_to_500,unemployed,1,female,none,2,real_estate,19,stores,own,1,unskilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,radio_tv,288,less_100,1_to_4,2,female,none,2,car_other,37,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,20,outstanding_credit,appliances,3451,unknown,1_to_4,4,male,none,3,car_other,32,stores,own,2,unskilled,2,yes,yes,No Risk
no_checking,24,outstanding_credit,radio_tv,5535,500_to_1000,4_to_7,4,male,none,5,savings_insurance,44,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,26,prior_payments_delayed,furniture,4510,100_to_500,greater_7,4,male,none,5,savings_insurance,46,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,19,credits_paid_to_date,repairs,1993,less_100,less_1,3,male,none,3,savings_insurance,21,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,500_to_1000,unemployed,1,male,none,1,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,40,credits_paid_to_date,appliances,6327,100_to_500,1_to_4,4,male,none,4,savings_insurance,38,none,own,2,skilled,1,yes,yes,Risk
less_0,12,all_credits_paid_back,vacation,1598,less_100,less_1,2,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,5930,500_to_1000,less_1,2,male,none,4,car_other,41,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,6,prior_payments_delayed,vacation,250,less_100,less_1,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,24,credits_paid_to_date,radio_tv,2257,less_100,1_to_4,3,male,none,2,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,repairs,4862,unknown,4_to_7,4,male,co-applicant,4,savings_insurance,46,none,own,2,skilled,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,furniture,1138,less_100,4_to_7,2,female,none,1,real_estate,27,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,250,less_100,1_to_4,3,female,none,2,real_estate,41,none,own,1,skilled,1,yes,no,No Risk
no_checking,30,prior_payments_delayed,appliances,5146,100_to_500,4_to_7,4,male,none,4,savings_insurance,37,none,own,1,management_self-employed,1,yes,yes,Risk
less_0,5,prior_payments_delayed,furniture,250,less_100,4_to_7,3,male,none,2,car_other,22,bank,rent,1,unskilled,1,none,yes,No Risk
greater_200,20,all_credits_paid_back,car_new,1931,less_100,less_1,2,female,co-applicant,3,real_estate,43,none,own,2,skilled,1,yes,yes,No Risk
no_checking,28,prior_payments_delayed,business,2387,100_to_500,4_to_7,4,male,none,4,real_estate,22,none,free,1,skilled,1,none,yes,Risk
0_to_200,20,credits_paid_to_date,furniture,3198,less_100,1_to_4,3,male,none,3,car_other,35,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,retraining,4275,less_100,less_1,3,female,none,2,car_other,31,none,own,1,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,car_used,3161,less_100,1_to_4,2,male,co-applicant,3,savings_insurance,34,stores,own,1,skilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_used,1292,100_to_500,4_to_7,2,male,none,1,car_other,20,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,furniture,1959,less_100,1_to_4,1,male,none,1,savings_insurance,24,none,own,1,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,2,real_estate,29,none,rent,1,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,car_used,5037,500_to_1000,4_to_7,4,female,none,5,car_other,45,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,28,credits_paid_to_date,car_used,723,less_100,4_to_7,3,male,none,2,savings_insurance,37,stores,rent,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,vacation,2202,less_100,less_1,2,female,none,2,savings_insurance,21,none,rent,1,skilled,1,none,yes,No Risk
greater_200,19,credits_paid_to_date,car_new,1372,less_100,1_to_4,2,female,none,2,car_other,24,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,furniture,5071,less_100,1_to_4,3,male,none,2,savings_insurance,38,none,own,1,skilled,2,yes,yes,No Risk
less_0,16,prior_payments_delayed,car_used,653,less_100,4_to_7,3,female,co-applicant,3,car_other,24,bank,own,1,unemployed,1,none,yes,No Risk
less_0,37,credits_paid_to_date,education,4892,less_100,4_to_7,3,male,none,3,car_other,31,bank,own,2,unemployed,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,education,250,less_100,less_1,1,male,none,2,real_estate,22,stores,rent,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,1704,less_100,less_1,2,female,none,1,real_estate,23,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,2,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,repairs,9175,unknown,greater_7,5,male,co-applicant,4,unknown,55,none,own,3,skilled,2,none,yes,Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,none,1,savings_insurance,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,42,outstanding_credit,education,5964,unknown,greater_7,4,male,co-applicant,3,unknown,49,bank,rent,2,unemployed,2,none,yes,Risk
no_checking,14,credits_paid_to_date,furniture,5071,greater_1000,greater_7,4,male,none,4,car_other,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,6083,500_to_1000,greater_7,4,male,co-applicant,5,unknown,48,none,free,2,management_self-employed,2,yes,yes,Risk
0_to_200,34,prior_payments_delayed,appliances,4508,100_to_500,4_to_7,4,female,none,4,savings_insurance,35,none,own,2,skilled,1,none,yes,Risk
0_to_200,15,credits_paid_to_date,car_used,2853,less_100,1_to_4,3,female,none,1,savings_insurance,37,none,own,2,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_new,1595,less_100,1_to_4,3,female,none,3,savings_insurance,21,none,own,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_used,3984,less_100,1_to_4,3,male,none,3,unknown,29,none,own,2,skilled,1,yes,yes,No Risk
less_0,23,credits_paid_to_date,radio_tv,250,less_100,4_to_7,2,male,none,1,savings_insurance,26,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_used,2256,100_to_500,less_1,2,male,none,2,savings_insurance,36,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,car_used,1191,100_to_500,4_to_7,4,female,none,4,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,education,6607,greater_1000,greater_7,5,male,co-applicant,5,unknown,53,stores,free,2,unskilled,2,yes,yes,Risk
no_checking,8,prior_payments_delayed,furniture,5504,less_100,1_to_4,4,female,none,4,savings_insurance,35,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,6199,greater_1000,4_to_7,4,male,none,4,savings_insurance,46,none,own,2,skilled,1,none,yes,No Risk
less_0,5,prior_payments_delayed,furniture,2812,less_100,1_to_4,3,male,none,3,car_other,29,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,28,credits_paid_to_date,car_new,1347,less_100,less_1,3,female,none,2,savings_insurance,26,stores,own,1,unskilled,1,none,yes,No Risk
less_0,7,prior_payments_delayed,furniture,250,less_100,less_1,2,female,none,1,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,furniture,5170,unknown,greater_7,5,male,co-applicant,5,unknown,51,stores,free,2,unskilled,1,yes,yes,Risk
0_to_200,7,all_credits_paid_back,vacation,7164,less_100,less_1,2,female,none,1,car_other,24,none,free,2,management_self-employed,1,yes,yes,No Risk
less_0,21,prior_payments_delayed,car_used,1730,500_to_1000,less_1,2,male,none,2,savings_insurance,33,stores,rent,2,unskilled,1,yes,yes,No Risk
0_to_200,21,outstanding_credit,radio_tv,291,unknown,4_to_7,3,male,none,2,car_other,40,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,business,4810,less_100,greater_7,4,male,none,2,car_other,44,none,own,2,skilled,1,none,no,No Risk
no_checking,21,credits_paid_to_date,furniture,4574,100_to_500,4_to_7,3,female,none,4,unknown,48,none,own,2,skilled,1,none,yes,Risk
no_checking,24,prior_payments_delayed,furniture,4260,unknown,less_1,3,male,none,3,car_other,39,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,35,prior_payments_delayed,appliances,3962,500_to_1000,4_to_7,4,female,none,4,savings_insurance,39,none,free,2,skilled,1,yes,yes,Risk
no_checking,45,outstanding_credit,education,11254,greater_1000,greater_7,4,male,co-applicant,5,unknown,49,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,14,credits_paid_to_date,car_new,3996,less_100,less_1,3,male,none,3,savings_insurance,34,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,40,outstanding_credit,repairs,7482,greater_1000,greater_7,6,male,guarantor,4,unknown,73,bank,free,2,unemployed,1,yes,yes,Risk
0_to_200,43,outstanding_credit,appliances,3400,500_to_1000,4_to_7,4,female,none,3,unknown,48,bank,own,2,unemployed,2,yes,yes,Risk
less_0,9,prior_payments_delayed,furniture,1021,less_100,4_to_7,2,male,none,1,car_other,41,stores,own,1,skilled,1,none,yes,No Risk
less_0,26,outstanding_credit,appliances,2807,100_to_500,1_to_4,3,male,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,24,credits_paid_to_date,radio_tv,2484,100_to_500,4_to_7,3,female,none,2,savings_insurance,35,stores,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,1518,less_100,less_1,2,male,none,3,real_estate,31,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,28,outstanding_credit,radio_tv,2656,greater_1000,1_to_4,3,male,none,3,car_other,42,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,250,less_100,4_to_7,2,male,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,4295,100_to_500,1_to_4,3,male,none,4,car_other,51,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_used,2086,less_100,less_1,2,female,none,2,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,credits_paid_to_date,furniture,4909,500_to_1000,1_to_4,4,male,none,5,savings_insurance,34,stores,rent,1,unskilled,1,none,yes,Risk
greater_200,19,credits_paid_to_date,radio_tv,5351,100_to_500,greater_7,4,male,none,3,savings_insurance,49,none,own,2,skilled,1,yes,yes,Risk
less_0,19,credits_paid_to_date,retraining,2704,less_100,4_to_7,3,female,none,1,savings_insurance,40,stores,rent,1,skilled,1,none,yes,Risk
no_checking,12,all_credits_paid_back,furniture,373,500_to_1000,1_to_4,1,male,co-applicant,2,savings_insurance,33,none,rent,1,skilled,1,none,yes,No Risk
no_checking,48,outstanding_credit,radio_tv,7184,unknown,greater_7,5,male,co-applicant,4,car_other,43,none,free,3,skilled,2,yes,no,Risk
greater_200,26,credits_paid_to_date,car_used,3244,100_to_500,1_to_4,3,male,guarantor,4,savings_insurance,44,none,own,1,skilled,1,yes,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,8377,unknown,1_to_4,4,female,none,3,unknown,54,none,own,2,skilled,1,none,yes,Risk
no_checking,14,credits_paid_to_date,retraining,7699,less_100,less_1,4,female,none,3,car_other,37,none,own,2,management_self-employed,2,none,yes,No Risk
less_0,18,prior_payments_delayed,retraining,5053,less_100,4_to_7,3,male,none,2,unknown,43,none,own,1,skilled,1,yes,yes,Risk
0_to_200,9,prior_payments_delayed,furniture,2712,less_100,4_to_7,3,male,none,4,car_other,30,none,own,2,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,8317,500_to_1000,4_to_7,4,male,co-applicant,3,unknown,47,none,free,2,skilled,1,yes,yes,Risk
less_0,6,all_credits_paid_back,car_used,250,less_100,unemployed,1,female,none,2,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,6438,100_to_500,1_to_4,3,female,none,4,car_other,45,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,294,less_100,4_to_7,3,male,none,3,real_estate,20,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,car_used,2473,less_100,1_to_4,3,male,co-applicant,3,savings_insurance,36,none,own,1,skilled,1,none,yes,Risk
less_0,29,credits_paid_to_date,radio_tv,250,greater_1000,greater_7,2,male,none,3,savings_insurance,23,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,business,6677,100_to_500,less_1,3,female,none,3,savings_insurance,39,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,22,credits_paid_to_date,car_used,2080,500_to_1000,4_to_7,3,female,none,1,savings_insurance,36,stores,own,1,skilled,1,none,yes,No Risk
no_checking,23,outstanding_credit,car_used,6913,500_to_1000,4_to_7,4,female,co-applicant,5,unknown,30,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,38,prior_payments_delayed,other,9717,100_to_500,greater_7,4,male,co-applicant,4,unknown,49,none,free,3,skilled,1,yes,yes,Risk
less_0,23,all_credits_paid_back,car_used,575,less_100,unemployed,2,male,none,1,savings_insurance,29,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,other,5759,500_to_1000,4_to_7,4,female,none,4,savings_insurance,49,none,own,2,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,2470,100_to_500,1_to_4,3,male,guarantor,4,savings_insurance,30,none,own,2,skilled,1,yes,yes,Risk
less_0,12,all_credits_paid_back,furniture,3897,100_to_500,less_1,3,female,none,3,car_other,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,furniture,5222,500_to_1000,greater_7,5,male,none,4,car_other,48,stores,free,2,unskilled,2,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,appliances,4289,less_100,less_1,2,male,none,3,car_other,27,none,own,2,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,other,4748,unknown,greater_7,3,male,none,3,car_other,54,none,free,2,skilled,1,yes,yes,Risk
0_to_200,20,prior_payments_delayed,car_used,2752,100_to_500,greater_7,3,male,none,2,unknown,52,none,own,1,skilled,1,yes,yes,Risk
no_checking,23,prior_payments_delayed,furniture,2713,100_to_500,greater_7,4,male,none,4,savings_insurance,26,stores,own,1,unskilled,1,none,yes,Risk
less_0,12,prior_payments_delayed,repairs,1439,less_100,1_to_4,3,male,none,3,car_other,46,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,vacation,3714,less_100,4_to_7,4,female,none,3,car_other,42,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,43,outstanding_credit,appliances,7252,unknown,4_to_7,4,male,co-applicant,4,unknown,47,stores,own,2,skilled,2,none,yes,Risk
0_to_200,4,prior_payments_delayed,car_new,250,less_100,4_to_7,3,male,none,2,savings_insurance,29,none,own,1,skilled,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,vacation,7311,500_to_1000,greater_7,5,male,co-applicant,5,unknown,51,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,28,outstanding_credit,radio_tv,5011,unknown,1_to_4,2,male,none,3,car_other,32,none,own,2,skilled,1,none,yes,No Risk
less_0,8,credits_paid_to_date,car_new,423,500_to_1000,1_to_4,1,male,none,2,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,24,outstanding_credit,appliances,881,100_to_500,1_to_4,2,male,none,3,car_other,36,none,own,2,skilled,1,none,yes,Risk
less_0,29,credits_paid_to_date,car_used,4855,less_100,4_to_7,4,male,none,2,car_other,30,none,free,2,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,car_new,250,less_100,1_to_4,1,male,none,1,real_estate,33,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,19,all_credits_paid_back,furniture,4398,less_100,less_1,3,male,none,3,car_other,30,bank,own,1,unskilled,1,yes,yes,No Risk
less_0,28,outstanding_credit,repairs,250,500_to_1000,1_to_4,2,female,none,2,real_estate,41,stores,own,1,skilled,1,yes,yes,No Risk
less_0,13,prior_payments_delayed,furniture,3030,100_to_500,4_to_7,2,female,co-applicant,3,savings_insurance,50,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,2652,less_100,less_1,3,male,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,50,outstanding_credit,appliances,7922,greater_1000,greater_7,5,female,co-applicant,6,unknown,59,none,own,3,skilled,2,yes,yes,Risk
no_checking,30,prior_payments_delayed,car_used,1731,500_to_1000,greater_7,4,female,none,4,real_estate,45,none,own,1,skilled,1,yes,yes,Risk
0_to_200,13,credits_paid_to_date,furniture,4511,500_to_1000,unemployed,1,male,none,2,car_other,40,stores,own,1,skilled,1,none,yes,No Risk
no_checking,14,outstanding_credit,furniture,3763,100_to_500,1_to_4,3,female,none,3,car_other,46,stores,own,1,unskilled,2,yes,yes,No Risk
no_checking,32,prior_payments_delayed,business,5843,500_to_1000,greater_7,4,female,none,3,savings_insurance,51,none,own,2,skilled,1,none,yes,Risk
no_checking,33,prior_payments_delayed,appliances,4813,greater_1000,4_to_7,4,female,none,4,car_other,42,none,free,3,skilled,2,yes,yes,Risk
no_checking,25,prior_payments_delayed,furniture,5358,500_to_1000,4_to_7,3,female,none,3,car_other,45,none,own,1,skilled,2,yes,no,Risk
no_checking,15,outstanding_credit,radio_tv,7200,100_to_500,greater_7,4,male,none,5,car_other,42,none,own,2,skilled,1,yes,yes,No Risk
less_0,17,all_credits_paid_back,vacation,479,less_100,1_to_4,1,female,none,1,savings_insurance,26,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,40,outstanding_credit,other,5424,greater_1000,greater_7,5,female,none,4,unknown,41,none,own,2,skilled,1,none,yes,Risk
no_checking,41,outstanding_credit,radio_tv,7631,greater_1000,4_to_7,5,male,co-applicant,5,unknown,53,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,27,outstanding_credit,car_used,1571,unknown,greater_7,4,male,none,4,savings_insurance,29,none,own,1,skilled,2,yes,yes,No Risk
no_checking,31,prior_payments_delayed,other,6396,100_to_500,4_to_7,3,male,none,2,car_other,39,stores,own,1,unskilled,1,yes,yes,Risk
no_checking,14,outstanding_credit,furniture,5548,unknown,1_to_4,3,male,none,3,car_other,44,none,own,2,skilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,radio_tv,5521,greater_1000,greater_7,4,male,none,3,savings_insurance,34,none,own,2,management_self-employed,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,car_used,4237,500_to_1000,4_to_7,4,male,none,4,car_other,27,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,20,credits_paid_to_date,furniture,4640,less_100,1_to_4,3,female,none,2,car_other,39,none,free,1,skilled,1,yes,yes,No Risk
0_to_200,31,outstanding_credit,appliances,587,500_to_1000,1_to_4,3,female,none,3,car_other,50,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,furniture,4821,500_to_1000,1_to_4,4,male,none,3,unknown,54,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,2989,100_to_500,4_to_7,3,female,guarantor,3,car_other,41,none,free,1,skilled,1,yes,yes,Risk
less_0,16,credits_paid_to_date,car_used,4851,less_100,less_1,3,female,co-applicant,1,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
less_0,11,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,1,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,furniture,5915,unknown,4_to_7,4,male,none,5,car_other,45,none,own,2,skilled,2,yes,yes,No Risk
no_checking,9,credits_paid_to_date,car_used,5233,less_100,1_to_4,3,male,none,2,real_estate,34,stores,own,2,unskilled,1,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_used,250,100_to_500,less_1,1,male,none,2,real_estate,23,stores,rent,1,skilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,furniture,1821,less_100,1_to_4,2,female,co-applicant,3,car_other,44,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,car_new,805,500_to_1000,less_1,2,male,none,3,real_estate,33,stores,own,2,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,9594,500_to_1000,greater_7,5,male,co-applicant,4,unknown,50,stores,own,2,unskilled,2,yes,yes,No Risk
no_checking,26,outstanding_credit,radio_tv,6623,500_to_1000,greater_7,5,male,none,4,car_other,48,none,free,2,management_self-employed,1,yes,yes,No Risk
no_checking,28,outstanding_credit,radio_tv,2402,500_to_1000,1_to_4,4,male,none,4,savings_insurance,40,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,20,all_credits_paid_back,car_used,1412,less_100,1_to_4,3,female,co-applicant,3,real_estate,48,none,own,1,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,repairs,3315,500_to_1000,4_to_7,3,male,none,2,car_other,34,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,5794,500_to_1000,4_to_7,4,female,guarantor,4,car_other,61,none,free,2,skilled,1,yes,yes,Risk
no_checking,21,outstanding_credit,business,4782,unknown,greater_7,5,male,none,4,car_other,35,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,19,prior_payments_delayed,car_used,5025,greater_1000,greater_7,4,male,none,3,unknown,54,none,own,2,skilled,1,none,yes,Risk
0_to_200,22,credits_paid_to_date,radio_tv,930,less_100,1_to_4,3,female,none,2,car_other,38,none,own,1,skilled,1,none,yes,Risk
no_checking,29,credits_paid_to_date,appliances,6498,greater_1000,4_to_7,3,female,none,4,unknown,45,none,own,1,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,radio_tv,3548,unknown,greater_7,5,female,none,4,savings_insurance,44,none,free,2,skilled,2,yes,yes,Risk
no_checking,37,prior_payments_delayed,vacation,5180,500_to_1000,1_to_4,3,female,none,4,car_other,46,none,own,2,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,420,less_100,less_1,2,female,none,3,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,6218,unknown,greater_7,4,male,co-applicant,3,unknown,46,bank,own,2,unemployed,2,yes,yes,No Risk
no_checking,23,all_credits_paid_back,retraining,1739,less_100,4_to_7,2,male,none,3,real_estate,38,none,own,1,skilled,2,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,8184,greater_1000,greater_7,5,male,co-applicant,5,unknown,55,none,own,2,skilled,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,100_to_500,less_1,1,female,co-applicant,1,real_estate,28,stores,own,1,skilled,1,none,yes,No Risk
less_0,25,credits_paid_to_date,furniture,699,less_100,1_to_4,2,male,none,3,savings_insurance,31,none,rent,1,skilled,1,yes,yes,Risk
no_checking,11,credits_paid_to_date,appliances,4652,greater_1000,4_to_7,4,male,none,4,car_other,35,stores,rent,1,unskilled,1,yes,yes,Risk
no_checking,60,outstanding_credit,education,7636,unknown,greater_7,6,female,co-applicant,4,unknown,49,none,own,2,skilled,2,yes,yes,Risk
less_0,14,no_credits,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,appliances,10046,greater_1000,4_to_7,5,male,co-applicant,5,car_other,45,none,own,2,management_self-employed,2,none,yes,Risk
no_checking,27,prior_payments_delayed,appliances,1782,100_to_500,greater_7,3,male,none,2,savings_insurance,32,none,own,1,skilled,2,yes,yes,Risk
greater_200,32,prior_payments_delayed,car_used,7910,greater_1000,greater_7,5,male,none,3,car_other,36,none,own,2,skilled,1,none,yes,No Risk
0_to_200,30,prior_payments_delayed,radio_tv,982,500_to_1000,4_to_7,4,male,none,3,car_other,42,bank,own,1,unemployed,1,yes,yes,Risk
0_to_200,22,prior_payments_delayed,car_new,3048,less_100,less_1,3,female,none,2,savings_insurance,29,bank,own,1,unemployed,1,yes,yes,No Risk
less_0,15,credits_paid_to_date,furniture,250,500_to_1000,unemployed,1,female,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,59,outstanding_credit,appliances,7118,unknown,greater_7,5,male,guarantor,4,unknown,50,none,free,2,skilled,2,yes,yes,Risk
no_checking,17,credits_paid_to_date,car_new,2532,100_to_500,4_to_7,3,male,none,3,car_other,34,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,repairs,5935,unknown,greater_7,5,male,co-applicant,5,car_other,52,none,own,3,management_self-employed,2,yes,yes,Risk
no_checking,22,all_credits_paid_back,car_new,4129,less_100,4_to_7,2,female,none,3,car_other,36,none,own,2,skilled,1,none,yes,Risk
no_checking,29,outstanding_credit,appliances,6658,unknown,4_to_7,4,female,guarantor,4,car_other,61,none,free,2,unskilled,1,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_new,250,less_100,4_to_7,3,female,none,3,real_estate,41,none,own,1,skilled,1,yes,yes,No Risk
less_0,17,credits_paid_to_date,car_used,1660,less_100,4_to_7,2,male,none,1,car_other,31,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,vacation,5205,unknown,greater_7,5,male,none,5,car_other,46,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,25,all_credits_paid_back,car_used,8070,500_to_1000,greater_7,5,male,none,5,car_other,41,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,16,credits_paid_to_date,car_new,742,less_100,less_1,1,male,none,3,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
less_0,21,prior_payments_delayed,car_used,2483,less_100,4_to_7,4,male,none,3,car_other,37,none,own,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,880,less_100,less_1,1,female,none,2,savings_insurance,28,stores,own,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_new,985,less_100,1_to_4,1,female,none,2,savings_insurance,28,stores,own,1,skilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,furniture,250,100_to_500,1_to_4,1,female,co-applicant,3,real_estate,39,bank,own,1,unemployed,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,radio_tv,2719,greater_1000,4_to_7,2,female,none,3,car_other,40,stores,own,2,skilled,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,retraining,3981,less_100,4_to_7,2,female,none,2,car_other,41,none,own,1,skilled,1,yes,yes,No Risk
greater_200,30,all_credits_paid_back,car_new,3900,less_100,1_to_4,2,female,none,3,savings_insurance,33,none,own,1,skilled,1,none,yes,Risk
no_checking,13,credits_paid_to_date,car_new,2290,less_100,less_1,2,male,co-applicant,4,real_estate,47,none,own,2,skilled,1,none,yes,Risk
no_checking,27,prior_payments_delayed,radio_tv,4807,100_to_500,less_1,3,male,none,3,car_other,45,none,own,1,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,unemployed,1,male,none,2,real_estate,22,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,44,prior_payments_delayed,repairs,6912,greater_1000,greater_7,4,male,co-applicant,3,car_other,42,none,own,2,skilled,1,none,yes,Risk
no_checking,12,outstanding_credit,repairs,6411,greater_1000,1_to_4,3,male,none,3,unknown,46,none,own,2,skilled,1,yes,yes,Risk
0_to_200,32,credits_paid_to_date,radio_tv,5378,less_100,4_to_7,3,female,none,3,car_other,32,none,own,1,skilled,1,none,yes,Risk
less_0,15,all_credits_paid_back,furniture,933,less_100,1_to_4,2,female,none,2,real_estate,27,stores,own,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_used,2468,less_100,1_to_4,2,female,co-applicant,1,real_estate,26,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,furniture,3251,100_to_500,1_to_4,4,male,none,2,real_estate,34,none,own,1,management_self-employed,1,none,no,No Risk
0_to_200,18,prior_payments_delayed,appliances,2774,500_to_1000,4_to_7,3,male,none,3,car_other,33,none,own,1,skilled,1,yes,yes,Risk
no_checking,25,prior_payments_delayed,radio_tv,3896,unknown,greater_7,4,female,none,3,savings_insurance,36,none,own,1,skilled,2,none,yes,No Risk
no_checking,33,prior_payments_delayed,radio_tv,5774,500_to_1000,4_to_7,5,male,none,3,savings_insurance,47,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,1801,100_to_500,1_to_4,3,female,none,4,real_estate,34,none,own,1,skilled,2,none,yes,No Risk
no_checking,38,prior_payments_delayed,repairs,7468,unknown,4_to_7,4,male,co-applicant,5,car_other,48,none,own,2,skilled,1,yes,yes,No Risk
no_checking,38,outstanding_credit,appliances,6284,greater_1000,4_to_7,5,male,co-applicant,5,unknown,52,stores,own,2,unskilled,2,yes,yes,No Risk
no_checking,34,prior_payments_delayed,appliances,6894,500_to_1000,4_to_7,5,female,none,3,car_other,53,none,free,2,skilled,1,none,yes,Risk
no_checking,14,outstanding_credit,car_used,1395,unknown,4_to_7,4,male,none,3,car_other,33,stores,own,2,skilled,1,yes,yes,No Risk
less_0,8,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,real_estate,27,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,4,credits_paid_to_date,education,604,less_100,unemployed,1,male,none,1,savings_insurance,29,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,business,5204,500_to_1000,1_to_4,3,female,none,3,savings_insurance,53,none,own,1,skilled,1,none,yes,No Risk
no_checking,14,credits_paid_to_date,furniture,4425,less_100,less_1,3,male,none,2,savings_insurance,42,none,free,1,management_self-employed,1,none,yes,No Risk
greater_200,34,outstanding_credit,other,5790,500_to_1000,greater_7,5,male,none,4,car_other,44,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,education,3861,100_to_500,less_1,3,female,none,2,real_estate,21,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,car_used,9595,100_to_500,greater_7,5,male,co-applicant,4,car_other,40,none,own,2,management_self-employed,2,none,yes,Risk
greater_200,41,prior_payments_delayed,repairs,5422,500_to_1000,1_to_4,4,male,none,4,car_other,38,none,own,1,skilled,1,yes,yes,No Risk
no_checking,35,prior_payments_delayed,appliances,5044,unknown,4_to_7,4,male,none,3,car_other,43,none,own,2,skilled,1,none,yes,No Risk
0_to_200,24,outstanding_credit,appliances,2734,500_to_1000,greater_7,4,male,none,4,car_other,38,none,own,1,skilled,1,none,yes,Risk
0_to_200,32,credits_paid_to_date,car_used,4186,100_to_500,greater_7,4,female,none,2,savings_insurance,41,none,own,2,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,furniture,250,100_to_500,greater_7,3,male,none,3,real_estate,32,none,own,2,skilled,1,none,yes,No Risk
no_checking,43,outstanding_credit,education,6878,unknown,greater_7,4,male,co-applicant,4,unknown,60,none,free,3,skilled,2,yes,yes,Risk
less_0,19,credits_paid_to_date,radio_tv,472,500_to_1000,less_1,1,male,none,1,savings_insurance,25,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,2173,less_100,less_1,1,male,none,1,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
less_0,5,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,savings_insurance,30,stores,rent,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,furniture,3366,less_100,4_to_7,3,male,none,1,car_other,44,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,7,prior_payments_delayed,repairs,3801,500_to_1000,4_to_7,3,male,none,4,unknown,28,none,own,2,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,furniture,5359,100_to_500,greater_7,4,female,none,2,car_other,53,none,free,3,skilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,100_to_500,less_1,1,female,none,1,real_estate,21,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,car_used,521,less_100,1_to_4,3,male,none,3,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
0_to_200,10,credits_paid_to_date,car_new,250,less_100,less_1,1,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,18,credits_paid_to_date,furniture,1345,less_100,4_to_7,2,male,none,1,real_estate,27,none,rent,1,skilled,1,none,yes,Risk
less_0,25,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,2,real_estate,25,stores,own,1,skilled,1,none,yes,No Risk
greater_200,24,credits_paid_to_date,furniture,6266,less_100,less_1,2,male,none,3,car_other,44,none,own,1,skilled,1,yes,yes,Risk
no_checking,35,prior_payments_delayed,appliances,2896,500_to_1000,1_to_4,4,male,none,4,car_other,33,stores,rent,1,unskilled,1,none,yes,Risk
no_checking,25,prior_payments_delayed,furniture,5087,100_to_500,1_to_4,4,female,none,4,car_other,48,none,own,1,skilled,2,yes,yes,No Risk
0_to_200,14,credits_paid_to_date,furniture,3182,less_100,unemployed,2,female,none,3,car_other,29,none,rent,1,skilled,1,none,yes,Risk
0_to_200,32,credits_paid_to_date,business,3283,100_to_500,1_to_4,2,male,none,1,car_other,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,radio_tv,4837,500_to_1000,4_to_7,3,male,none,3,savings_insurance,47,none,own,2,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,appliances,8187,unknown,greater_7,5,male,co-applicant,5,unknown,55,none,free,2,skilled,2,yes,yes,Risk
no_checking,17,outstanding_credit,furniture,4570,100_to_500,4_to_7,4,male,none,3,car_other,47,none,own,1,skilled,1,yes,yes,Risk
less_0,14,prior_payments_delayed,retraining,2826,less_100,4_to_7,2,male,co-applicant,2,car_other,46,stores,free,2,unskilled,1,yes,yes,No Risk
0_to_200,21,outstanding_credit,business,388,100_to_500,1_to_4,2,male,co-applicant,1,savings_insurance,33,stores,own,1,skilled,1,none,yes,Risk
less_0,11,credits_paid_to_date,education,1296,less_100,unemployed,1,female,none,1,savings_insurance,29,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,34,prior_payments_delayed,radio_tv,5597,100_to_500,1_to_4,3,female,none,3,car_other,32,bank,own,2,unemployed,1,none,yes,No Risk
less_0,18,prior_payments_delayed,furniture,3965,less_100,less_1,3,male,none,2,savings_insurance,25,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_used,2644,less_100,1_to_4,1,female,none,2,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
no_checking,44,prior_payments_delayed,appliances,6437,unknown,greater_7,4,male,co-applicant,3,car_other,50,none,free,2,skilled,2,yes,no,Risk
no_checking,32,prior_payments_delayed,radio_tv,2070,500_to_1000,4_to_7,4,male,none,3,savings_insurance,41,none,own,1,skilled,1,none,yes,Risk
0_to_200,35,credits_paid_to_date,retraining,3810,less_100,4_to_7,3,female,co-applicant,2,unknown,43,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,car_new,3104,less_100,less_1,2,male,none,2,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,appliances,5954,500_to_1000,greater_7,4,male,co-applicant,4,car_other,44,none,free,2,skilled,1,yes,yes,Risk
less_0,20,credits_paid_to_date,retraining,250,500_to_1000,4_to_7,1,male,none,2,car_other,28,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,retraining,5576,less_100,4_to_7,4,female,none,3,car_other,33,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,19,credits_paid_to_date,radio_tv,2238,500_to_1000,1_to_4,3,female,none,2,car_other,27,none,free,2,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_new,3283,less_100,less_1,3,male,co-applicant,3,car_other,33,bank,own,1,unskilled,1,yes,yes,No Risk
no_checking,29,outstanding_credit,furniture,2418,500_to_1000,4_to_7,3,male,none,4,car_other,40,bank,own,2,unemployed,1,yes,yes,Risk
no_checking,50,prior_payments_delayed,appliances,7030,500_to_1000,1_to_4,4,female,co-applicant,3,car_other,36,none,own,2,skilled,1,yes,yes,Risk
no_checking,33,outstanding_credit,repairs,5717,unknown,greater_7,5,male,co-applicant,5,unknown,54,none,free,2,skilled,2,yes,yes,Risk
no_checking,32,prior_payments_delayed,business,6860,100_to_500,4_to_7,3,male,none,3,car_other,40,stores,rent,1,unskilled,1,yes,yes,No Risk
no_checking,49,outstanding_credit,radio_tv,6731,greater_1000,4_to_7,5,male,co-applicant,4,car_other,27,none,free,2,skilled,1,none,yes,Risk
less_0,10,all_credits_paid_back,car_used,1665,less_100,1_to_4,3,female,none,2,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,co-applicant,3,real_estate,22,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,7074,100_to_500,4_to_7,3,male,guarantor,3,unknown,49,none,free,1,skilled,1,yes,yes,Risk
less_0,10,all_credits_paid_back,car_new,1125,less_100,unemployed,2,female,none,1,savings_insurance,25,stores,own,1,skilled,1,none,yes,No Risk
less_0,12,prior_payments_delayed,furniture,2919,500_to_1000,less_1,2,female,none,1,savings_insurance,34,stores,own,1,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,furniture,3509,500_to_1000,4_to_7,3,female,none,4,car_other,27,none,own,2,skilled,1,yes,yes,Risk
no_checking,47,prior_payments_delayed,radio_tv,9286,unknown,greater_7,4,male,co-applicant,4,unknown,52,none,free,2,skilled,2,yes,yes,Risk
no_checking,19,credits_paid_to_date,car_used,5611,greater_1000,4_to_7,4,male,none,3,car_other,30,none,own,2,skilled,2,yes,yes,Risk
0_to_200,17,credits_paid_to_date,car_new,2154,less_100,4_to_7,2,female,none,3,savings_insurance,35,bank,rent,1,unemployed,1,none,yes,Risk
0_to_200,4,credits_paid_to_date,car_new,250,less_100,unemployed,2,female,none,1,real_estate,21,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,42,outstanding_credit,appliances,3709,500_to_1000,greater_7,4,female,none,4,unknown,51,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,17,credits_paid_to_date,car_used,250,500_to_1000,1_to_4,2,male,none,2,savings_insurance,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,4400,unknown,greater_7,3,male,co-applicant,4,car_other,47,stores,free,3,unskilled,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,1711,less_100,less_1,2,female,none,3,real_estate,38,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,19,prior_payments_delayed,furniture,3179,less_100,4_to_7,3,male,none,3,unknown,38,none,rent,1,skilled,1,yes,yes,No Risk
less_0,13,all_credits_paid_back,car_used,250,less_100,less_1,2,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,appliances,5816,500_to_1000,4_to_7,5,male,none,4,unknown,50,none,free,2,skilled,2,yes,yes,Risk
less_0,21,prior_payments_delayed,education,600,less_100,less_1,3,male,none,3,car_other,27,none,own,1,skilled,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,car_new,3692,less_100,unemployed,1,female,none,1,real_estate,21,stores,own,1,skilled,1,none,yes,No Risk
less_0,27,credits_paid_to_date,car_new,250,less_100,1_to_4,3,male,none,1,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,13,prior_payments_delayed,car_new,294,less_100,4_to_7,2,male,none,3,car_other,41,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,11,credits_paid_to_date,furniture,4684,less_100,less_1,2,male,none,3,real_estate,42,none,free,2,management_self-employed,1,none,yes,No Risk
no_checking,27,outstanding_credit,furniture,7077,500_to_1000,greater_7,5,male,co-applicant,4,car_other,46,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,28,credits_paid_to_date,appliances,3105,greater_1000,1_to_4,3,male,none,4,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,appliances,8200,unknown,greater_7,4,male,co-applicant,4,unknown,53,none,free,2,skilled,2,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_new,951,100_to_500,4_to_7,2,male,none,2,real_estate,26,none,own,1,skilled,2,none,yes,No Risk
0_to_200,16,prior_payments_delayed,car_new,2337,100_to_500,1_to_4,3,male,none,4,car_other,38,none,own,2,skilled,1,yes,yes,Risk
no_checking,36,outstanding_credit,appliances,5363,unknown,4_to_7,4,female,none,5,car_other,40,none,own,2,skilled,1,yes,yes,Risk
0_to_200,16,credits_paid_to_date,car_new,3428,less_100,unemployed,1,female,none,1,car_other,27,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,400,less_100,less_1,1,male,none,2,savings_insurance,20,stores,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,1_to_4,3,female,none,1,car_other,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,appliances,5130,greater_1000,4_to_7,4,female,none,4,car_other,48,none,own,1,skilled,1,none,yes,Risk
less_0,21,credits_paid_to_date,car_new,317,less_100,less_1,2,female,none,2,savings_insurance,32,stores,own,1,skilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,repairs,4134,greater_1000,greater_7,5,female,none,5,car_other,28,none,free,2,skilled,2,yes,yes,Risk
0_to_200,15,prior_payments_delayed,radio_tv,2011,500_to_1000,1_to_4,2,male,co-applicant,3,car_other,48,none,own,1,skilled,1,none,yes,No Risk
0_to_200,11,prior_payments_delayed,furniture,2077,less_100,4_to_7,3,female,none,2,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,business,6062,greater_1000,1_to_4,3,male,none,4,car_other,42,none,own,2,skilled,1,yes,yes,Risk
less_0,8,all_credits_paid_back,car_new,1608,less_100,unemployed,2,female,none,3,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,5864,500_to_1000,less_1,2,male,none,4,unknown,44,none,own,1,management_self-employed,1,yes,yes,No Risk
0_to_200,18,all_credits_paid_back,car_new,250,500_to_1000,less_1,2,male,co-applicant,3,savings_insurance,23,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,furniture,5657,greater_1000,4_to_7,3,male,none,3,unknown,47,bank,free,2,unskilled,2,yes,yes,No Risk
0_to_200,11,prior_payments_delayed,car_used,1965,greater_1000,greater_7,3,male,none,2,savings_insurance,53,none,own,2,skilled,2,yes,yes,Risk
no_checking,33,prior_payments_delayed,furniture,5831,unknown,1_to_4,4,male,none,3,savings_insurance,44,none,free,3,skilled,2,yes,yes,No Risk
0_to_200,12,credits_paid_to_date,car_new,1983,less_100,1_to_4,2,female,none,2,car_other,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,furniture,6259,greater_1000,greater_7,5,male,co-applicant,3,unknown,54,none,free,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,other,7819,500_to_1000,4_to_7,5,male,none,4,car_other,51,none,free,2,management_self-employed,2,yes,yes,No Risk
no_checking,28,all_credits_paid_back,car_used,1038,100_to_500,4_to_7,3,male,none,3,real_estate,46,bank,own,1,unemployed,2,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,car_new,3454,100_to_500,1_to_4,2,male,none,2,savings_insurance,38,none,rent,1,skilled,1,none,yes,No Risk
no_checking,19,credits_paid_to_date,car_new,965,greater_1000,1_to_4,2,female,none,2,real_estate,40,none,own,1,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,furniture,5275,unknown,4_to_7,3,female,none,4,car_other,47,none,own,2,skilled,1,yes,yes,Risk
no_checking,23,prior_payments_delayed,education,3230,100_to_500,4_to_7,4,male,none,4,car_other,34,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,34,prior_payments_delayed,appliances,6083,500_to_1000,1_to_4,4,male,none,5,savings_insurance,34,none,free,2,management_self-employed,1,yes,yes,No Risk
less_0,11,all_credits_paid_back,car_new,3753,less_100,less_1,3,female,co-applicant,2,savings_insurance,26,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,46,outstanding_credit,education,8219,unknown,4_to_7,5,male,co-applicant,5,car_other,50,none,free,2,skilled,1,yes,yes,Risk
0_to_200,40,all_credits_paid_back,appliances,1451,less_100,1_to_4,2,male,none,2,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,repairs,6036,greater_1000,4_to_7,3,male,none,2,car_other,48,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,less_1,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,42,prior_payments_delayed,other,6421,500_to_1000,4_to_7,5,male,none,3,savings_insurance,36,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,7,all_credits_paid_back,vacation,250,less_100,unemployed,2,male,none,1,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,business,10838,greater_1000,greater_7,6,male,co-applicant,5,unknown,51,stores,free,3,unskilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,1008,less_100,less_1,2,male,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,car_used,3521,greater_1000,1_to_4,3,female,none,3,car_other,38,none,own,3,skilled,1,yes,yes,No Risk
less_0,16,credits_paid_to_date,furniture,250,less_100,unemployed,2,male,none,3,savings_insurance,26,none,rent,1,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,furniture,1235,100_to_500,4_to_7,3,male,none,3,car_other,35,none,rent,2,skilled,1,none,yes,Risk
no_checking,8,credits_paid_to_date,education,5022,500_to_1000,less_1,3,male,none,3,savings_insurance,35,none,rent,2,management_self-employed,2,none,yes,Risk
no_checking,42,credits_paid_to_date,furniture,6640,100_to_500,1_to_4,3,male,none,4,car_other,36,none,own,2,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,car_new,1950,100_to_500,4_to_7,3,male,none,1,car_other,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,furniture,9054,500_to_1000,greater_7,4,male,guarantor,4,car_other,57,none,own,2,skilled,1,yes,yes,Risk
no_checking,24,prior_payments_delayed,radio_tv,2009,100_to_500,greater_7,3,male,none,3,car_other,50,none,own,1,skilled,1,none,yes,No Risk
no_checking,42,prior_payments_delayed,repairs,7321,500_to_1000,1_to_4,4,male,none,3,car_other,39,none,own,1,management_self-employed,1,none,yes,Risk
less_0,7,no_credits,car_new,250,less_100,unemployed,1,female,none,1,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,5562,unknown,4_to_7,3,male,none,4,savings_insurance,41,none,own,2,skilled,1,yes,yes,No Risk
less_0,13,all_credits_paid_back,car_new,2337,100_to_500,1_to_4,3,male,none,1,real_estate,27,none,own,2,skilled,1,none,yes,No Risk
0_to_200,35,all_credits_paid_back,car_used,2018,greater_1000,4_to_7,2,female,none,3,savings_insurance,47,stores,rent,3,unskilled,1,yes,yes,Risk
0_to_200,8,prior_payments_delayed,car_new,2161,500_to_1000,1_to_4,1,male,none,3,car_other,23,none,own,2,skilled,2,yes,yes,No Risk
less_0,9,prior_payments_delayed,car_used,972,100_to_500,4_to_7,3,male,none,2,savings_insurance,34,none,own,2,skilled,1,none,yes,No Risk
greater_200,13,credits_paid_to_date,car_new,250,less_100,4_to_7,2,male,none,2,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,2326,500_to_1000,less_1,2,male,none,3,car_other,28,stores,rent,1,unskilled,1,yes,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,1433,100_to_500,1_to_4,3,male,none,4,car_other,41,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,19,prior_payments_delayed,car_used,4185,greater_1000,4_to_7,4,male,co-applicant,4,car_other,39,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,13,credits_paid_to_date,car_used,250,less_100,less_1,2,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,25,credits_paid_to_date,vacation,3551,less_100,4_to_7,3,male,none,3,savings_insurance,40,none,rent,1,skilled,1,none,yes,Risk
less_0,17,credits_paid_to_date,furniture,250,less_100,less_1,2,male,none,1,savings_insurance,33,stores,own,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,radio_tv,5563,500_to_1000,4_to_7,4,male,co-applicant,4,car_other,50,none,free,1,skilled,1,yes,yes,No Risk
no_checking,54,outstanding_credit,education,5607,greater_1000,1_to_4,4,male,none,4,car_other,36,none,own,1,skilled,1,none,yes,Risk
less_0,30,outstanding_credit,radio_tv,2180,greater_1000,greater_7,3,female,co-applicant,3,car_other,52,stores,own,2,unskilled,1,yes,yes,Risk
greater_200,12,prior_payments_delayed,radio_tv,336,100_to_500,4_to_7,3,male,none,3,savings_insurance,33,none,free,1,skilled,1,yes,yes,No Risk
0_to_200,18,prior_payments_delayed,furniture,5313,less_100,4_to_7,4,male,none,2,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
0_to_200,10,prior_payments_delayed,car_used,2363,less_100,1_to_4,2,male,none,3,car_other,36,none,own,1,skilled,1,yes,yes,No Risk
no_checking,61,outstanding_credit,education,8096,greater_1000,greater_7,5,male,co-applicant,4,car_other,57,none,free,2,skilled,1,yes,yes,Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,4_to_7,2,female,none,2,car_other,26,stores,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,appliances,7636,500_to_1000,greater_7,4,male,co-applicant,3,car_other,44,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,5,all_credits_paid_back,education,250,less_100,1_to_4,3,female,co-applicant,1,savings_insurance,35,none,free,1,skilled,1,yes,yes,No Risk
less_0,11,all_credits_paid_back,car_new,631,less_100,less_1,1,female,none,2,savings_insurance,32,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,furniture,250,less_100,4_to_7,3,male,co-applicant,2,real_estate,41,none,own,1,skilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,furniture,1480,less_100,1_to_4,3,male,none,2,car_other,32,bank,rent,1,unskilled,2,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,furniture,4231,less_100,1_to_4,2,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,appliances,6440,greater_1000,4_to_7,5,male,co-applicant,4,car_other,45,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,24,credits_paid_to_date,furniture,4031,less_100,1_to_4,3,male,none,2,car_other,19,none,own,1,skilled,1,none,yes,Risk
less_0,17,prior_payments_delayed,car_new,2569,less_100,less_1,1,male,none,1,car_other,41,bank,rent,2,unemployed,1,yes,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,1330,less_100,4_to_7,2,male,none,3,car_other,30,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,radio_tv,5375,500_to_1000,greater_7,4,male,co-applicant,3,unknown,59,stores,free,2,unskilled,1,yes,yes,Risk
0_to_200,15,credits_paid_to_date,appliances,250,less_100,less_1,2,female,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,furniture,1326,less_100,1_to_4,2,female,none,2,real_estate,30,none,own,1,skilled,1,yes,yes,No Risk
no_checking,34,outstanding_credit,appliances,2838,500_to_1000,greater_7,4,female,none,4,savings_insurance,35,none,free,1,skilled,1,yes,yes,Risk
no_checking,42,credits_paid_to_date,furniture,5606,greater_1000,greater_7,4,male,none,3,car_other,47,none,own,3,skilled,1,none,yes,Risk
less_0,7,no_credits,repairs,250,100_to_500,unemployed,1,male,none,2,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,7597,100_to_500,greater_7,4,female,none,4,car_other,43,none,free,2,skilled,1,yes,yes,Risk
no_checking,16,outstanding_credit,car_used,1485,500_to_1000,1_to_4,3,male,none,4,savings_insurance,28,stores,rent,1,unskilled,1,yes,yes,No Risk
greater_200,29,prior_payments_delayed,furniture,4860,100_to_500,greater_7,3,male,none,4,savings_insurance,44,none,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,100_to_500,less_1,2,female,none,2,real_estate,33,none,rent,1,skilled,1,none,yes,No Risk
less_0,9,prior_payments_delayed,car_new,2274,less_100,1_to_4,2,male,none,3,car_other,31,none,rent,1,skilled,2,none,yes,Risk
no_checking,29,prior_payments_delayed,car_used,7120,unknown,4_to_7,4,male,none,4,unknown,50,none,own,3,skilled,2,yes,yes,Risk
less_0,21,prior_payments_delayed,radio_tv,2085,less_100,4_to_7,3,female,none,2,savings_insurance,30,stores,own,1,skilled,1,none,yes,No Risk
no_checking,10,credits_paid_to_date,vacation,1487,greater_1000,1_to_4,3,male,none,2,real_estate,36,none,own,1,management_self-employed,2,none,yes,No Risk
less_0,20,credits_paid_to_date,furniture,1971,less_100,1_to_4,3,male,none,3,savings_insurance,28,none,rent,1,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,3,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,6905,100_to_500,4_to_7,4,male,none,4,savings_insurance,41,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,unemployed,2,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
greater_200,22,prior_payments_delayed,radio_tv,3995,100_to_500,1_to_4,4,male,none,3,savings_insurance,46,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,12,credits_paid_to_date,car_new,250,less_100,1_to_4,3,female,none,3,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,retraining,2786,less_100,4_to_7,4,female,none,2,car_other,37,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,30,prior_payments_delayed,radio_tv,4615,greater_1000,4_to_7,4,female,none,5,unknown,39,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,35,outstanding_credit,appliances,5520,500_to_1000,4_to_7,4,male,none,4,car_other,43,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,car_used,250,500_to_1000,4_to_7,2,male,none,1,savings_insurance,31,none,own,1,skilled,1,yes,yes,No Risk
less_0,15,credits_paid_to_date,appliances,816,less_100,4_to_7,2,female,none,1,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,56,outstanding_credit,retraining,7417,unknown,greater_7,4,male,co-applicant,5,car_other,49,none,free,3,skilled,2,yes,yes,Risk
no_checking,37,prior_payments_delayed,furniture,6633,500_to_1000,1_to_4,3,female,none,4,car_other,55,none,own,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,repairs,1910,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,4738,100_to_500,greater_7,3,female,none,4,car_other,47,none,own,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,unemployed,2,female,none,3,savings_insurance,24,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,repairs,2092,500_to_1000,1_to_4,1,female,none,1,real_estate,32,stores,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,348,less_100,unemployed,2,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,appliances,7988,100_to_500,greater_7,4,male,none,4,car_other,50,none,free,2,skilled,1,none,yes,Risk
less_0,12,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,furniture,2293,less_100,1_to_4,2,female,none,1,real_estate,36,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,radio_tv,7197,greater_1000,1_to_4,4,male,none,4,savings_insurance,24,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,18,prior_payments_delayed,radio_tv,2575,greater_1000,greater_7,3,male,none,1,car_other,43,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,56,outstanding_credit,appliances,8005,unknown,4_to_7,5,male,guarantor,4,car_other,56,none,free,2,skilled,1,yes,yes,Risk
greater_200,24,credits_paid_to_date,radio_tv,5526,500_to_1000,1_to_4,3,female,co-applicant,4,car_other,57,none,own,3,skilled,1,yes,yes,Risk
less_0,10,prior_payments_delayed,car_used,250,500_to_1000,1_to_4,2,female,none,2,real_estate,31,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,6881,100_to_500,4_to_7,4,female,none,5,car_other,47,none,free,2,skilled,1,none,yes,Risk
0_to_200,34,outstanding_credit,appliances,3399,500_to_1000,4_to_7,4,male,none,3,savings_insurance,27,none,own,1,skilled,1,yes,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,6254,100_to_500,1_to_4,4,male,none,3,unknown,43,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,20,credits_paid_to_date,car_used,2218,less_100,1_to_4,3,male,none,2,savings_insurance,21,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,22,credits_paid_to_date,car_new,1353,less_100,4_to_7,2,male,none,3,savings_insurance,29,stores,own,2,skilled,1,none,no,No Risk
less_0,25,all_credits_paid_back,car_new,250,500_to_1000,1_to_4,2,male,none,3,real_estate,23,none,rent,2,skilled,1,none,yes,No Risk
no_checking,46,outstanding_credit,repairs,5579,greater_1000,4_to_7,5,male,co-applicant,5,unknown,41,none,own,1,skilled,1,yes,yes,Risk
no_checking,22,credits_paid_to_date,furniture,2900,100_to_500,1_to_4,3,female,none,4,real_estate,35,none,own,2,skilled,1,none,yes,No Risk
less_0,26,credits_paid_to_date,business,6052,less_100,1_to_4,3,male,none,2,car_other,28,none,own,2,skilled,1,none,yes,No Risk
no_checking,8,all_credits_paid_back,car_new,429,less_100,unemployed,1,female,none,3,real_estate,31,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,radio_tv,3801,less_100,4_to_7,3,female,none,3,savings_insurance,54,stores,free,2,skilled,1,none,yes,Risk
no_checking,15,credits_paid_to_date,car_used,3998,less_100,4_to_7,3,male,none,4,car_other,32,none,own,1,skilled,1,none,yes,Risk
greater_200,30,prior_payments_delayed,appliances,9655,less_100,1_to_4,3,male,none,3,unknown,37,none,own,2,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,car_new,250,less_100,less_1,2,female,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_used,916,less_100,less_1,2,female,co-applicant,2,savings_insurance,38,none,own,1,skilled,1,none,yes,No Risk
no_checking,15,credits_paid_to_date,car_new,3869,less_100,1_to_4,2,male,none,3,car_other,39,none,own,1,skilled,1,yes,yes,No Risk
less_0,12,all_credits_paid_back,furniture,1248,less_100,1_to_4,2,female,none,2,savings_insurance,37,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,4416,unknown,4_to_7,4,male,none,3,savings_insurance,47,none,own,2,skilled,1,none,yes,No Risk
less_0,8,all_credits_paid_back,education,978,less_100,unemployed,2,female,none,1,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,furniture,463,greater_1000,4_to_7,3,male,none,3,savings_insurance,34,none,own,1,skilled,1,none,yes,Risk
no_checking,37,outstanding_credit,repairs,6793,greater_1000,greater_7,4,male,co-applicant,5,unknown,51,none,free,2,skilled,1,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_new,1850,less_100,less_1,2,female,none,1,car_other,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,49,outstanding_credit,other,7409,500_to_1000,greater_7,5,male,co-applicant,3,unknown,48,none,own,2,skilled,1,none,yes,Risk
greater_200,4,prior_payments_delayed,vacation,250,less_100,4_to_7,3,male,none,3,real_estate,24,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,25,prior_payments_delayed,radio_tv,4386,greater_1000,less_1,3,female,none,2,car_other,32,none,own,2,skilled,1,none,yes,Risk
no_checking,36,prior_payments_delayed,appliances,2433,500_to_1000,4_to_7,3,male,none,4,savings_insurance,40,none,own,1,skilled,2,yes,yes,No Risk
less_0,19,credits_paid_to_date,car_new,2578,500_to_1000,1_to_4,2,male,co-applicant,3,car_other,43,stores,own,1,unskilled,1,none,yes,Risk
less_0,8,credits_paid_to_date,car_used,250,less_100,unemployed,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,4940,100_to_500,greater_7,3,male,none,3,car_other,47,none,own,2,skilled,1,none,yes,Risk
less_0,12,prior_payments_delayed,car_new,250,less_100,unemployed,2,female,none,3,savings_insurance,19,none,rent,1,skilled,1,yes,yes,No Risk
less_0,8,no_credits,appliances,4641,less_100,1_to_4,3,male,none,2,car_other,40,none,own,2,skilled,2,none,yes,No Risk
no_checking,34,credits_paid_to_date,appliances,4153,greater_1000,1_to_4,2,female,none,2,car_other,33,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,23,outstanding_credit,furniture,2457,500_to_1000,greater_7,4,female,co-applicant,4,car_other,50,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,10,prior_payments_delayed,repairs,2560,100_to_500,1_to_4,3,male,none,2,car_other,28,none,own,1,management_self-employed,1,none,yes,Risk
0_to_200,22,outstanding_credit,business,3705,100_to_500,4_to_7,2,male,none,2,unknown,32,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,23,outstanding_credit,appliances,4826,100_to_500,1_to_4,4,male,none,4,unknown,22,none,own,2,skilled,1,yes,yes,Risk
no_checking,41,prior_payments_delayed,furniture,6898,greater_1000,greater_7,4,male,guarantor,5,car_other,55,none,free,2,skilled,2,yes,yes,Risk
less_0,11,no_credits,car_new,250,less_100,1_to_4,2,male,none,2,real_estate,28,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,8608,100_to_500,1_to_4,4,male,none,4,unknown,48,none,free,2,skilled,1,yes,yes,Risk
no_checking,32,outstanding_credit,appliances,2775,greater_1000,greater_7,5,male,none,5,car_other,48,none,free,2,skilled,1,yes,yes,Risk
greater_200,24,prior_payments_delayed,radio_tv,4174,100_to_500,1_to_4,3,male,co-applicant,3,unknown,44,none,own,1,skilled,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,5991,greater_1000,less_1,3,female,none,4,savings_insurance,32,none,free,2,management_self-employed,1,none,yes,No Risk
less_0,10,prior_payments_delayed,furniture,2014,less_100,1_to_4,3,female,co-applicant,1,real_estate,41,stores,own,1,skilled,1,none,yes,No Risk
greater_200,9,credits_paid_to_date,furniture,2620,less_100,4_to_7,4,male,none,2,real_estate,31,none,own,1,management_self-employed,2,none,yes,No Risk
no_checking,45,outstanding_credit,education,7616,greater_1000,greater_7,5,male,co-applicant,5,unknown,53,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,11,credits_paid_to_date,car_new,3228,100_to_500,4_to_7,3,female,none,4,car_other,34,none,own,2,skilled,1,yes,yes,Risk
no_checking,27,prior_payments_delayed,education,6035,unknown,greater_7,4,female,none,4,car_other,45,none,own,2,skilled,1,none,yes,Risk
less_0,5,prior_payments_delayed,car_new,250,100_to_500,less_1,2,male,none,2,savings_insurance,20,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,5799,500_to_1000,greater_7,4,male,none,3,car_other,46,none,free,2,skilled,1,yes,yes,Risk
0_to_200,11,prior_payments_delayed,furniture,1198,less_100,4_to_7,3,male,none,2,savings_insurance,34,bank,rent,1,unskilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,6346,100_to_500,1_to_4,3,female,none,3,car_other,41,none,own,1,skilled,1,yes,yes,Risk
less_0,12,all_credits_paid_back,car_used,250,less_100,unemployed,2,female,co-applicant,2,savings_insurance,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,4706,100_to_500,1_to_4,3,female,none,3,car_other,46,none,own,1,skilled,1,none,yes,Risk
no_checking,19,credits_paid_to_date,car_used,2574,greater_1000,1_to_4,2,female,none,3,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
less_0,32,prior_payments_delayed,radio_tv,4234,500_to_1000,4_to_7,4,male,none,3,car_other,35,none,free,2,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,savings_insurance,30,none,rent,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,education,6332,100_to_500,4_to_7,5,female,none,5,savings_insurance,50,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,37,outstanding_credit,repairs,4580,greater_1000,greater_7,5,male,none,3,car_other,45,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,39,credits_paid_to_date,furniture,4939,500_to_1000,greater_7,4,male,none,4,savings_insurance,33,none,free,2,skilled,1,none,yes,Risk
no_checking,8,credits_paid_to_date,furniture,3733,less_100,4_to_7,3,male,none,2,real_estate,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,6461,unknown,greater_7,4,male,co-applicant,5,unknown,56,none,own,3,skilled,2,yes,yes,Risk
0_to_200,5,prior_payments_delayed,furniture,3207,less_100,less_1,3,female,none,3,savings_insurance,37,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,furniture,8232,unknown,4_to_7,5,female,none,5,savings_insurance,49,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,23,prior_payments_delayed,radio_tv,1060,100_to_500,4_to_7,2,male,none,2,car_other,44,none,free,1,skilled,1,yes,yes,No Risk
greater_200,29,prior_payments_delayed,appliances,3533,100_to_500,4_to_7,2,female,none,3,savings_insurance,44,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,2,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_used,699,less_100,4_to_7,3,male,none,2,savings_insurance,27,none,own,1,skilled,1,none,yes,Risk
no_checking,23,prior_payments_delayed,furniture,6959,100_to_500,greater_7,4,male,none,4,savings_insurance,38,none,own,1,skilled,1,none,yes,Risk
no_checking,38,outstanding_credit,appliances,5682,greater_1000,greater_7,5,male,co-applicant,4,unknown,60,none,free,2,skilled,2,yes,yes,Risk
greater_200,26,credits_paid_to_date,furniture,5361,100_to_500,less_1,3,female,none,2,car_other,23,none,own,2,skilled,1,none,yes,No Risk
no_checking,48,outstanding_credit,repairs,6967,unknown,greater_7,4,female,co-applicant,5,unknown,54,none,free,2,skilled,2,yes,yes,Risk
less_0,20,prior_payments_delayed,car_used,250,less_100,4_to_7,2,female,none,2,savings_insurance,23,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,furniture,9545,500_to_1000,4_to_7,3,male,co-applicant,3,unknown,44,none,free,2,skilled,2,yes,yes,Risk
less_0,20,credits_paid_to_date,car_new,2986,less_100,1_to_4,3,male,none,2,real_estate,47,none,own,1,skilled,1,yes,yes,No Risk
no_checking,37,prior_payments_delayed,radio_tv,5240,greater_1000,1_to_4,4,female,none,4,savings_insurance,54,none,own,2,skilled,2,yes,yes,No Risk
no_checking,15,credits_paid_to_date,furniture,4813,greater_1000,greater_7,3,female,none,3,unknown,49,none,own,2,skilled,1,yes,yes,Risk
less_0,10,all_credits_paid_back,car_used,1847,less_100,unemployed,1,female,none,3,car_other,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,43,prior_payments_delayed,appliances,7393,500_to_1000,greater_7,5,male,co-applicant,4,savings_insurance,37,none,free,2,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,furniture,5025,unknown,greater_7,4,male,none,5,savings_insurance,45,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,13,no_credits,car_new,250,less_100,1_to_4,2,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,car_new,1796,less_100,less_1,3,male,none,2,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
no_checking,34,credits_paid_to_date,business,4674,500_to_1000,4_to_7,4,female,none,3,savings_insurance,44,none,own,2,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,vacation,7408,500_to_1000,greater_7,5,male,co-applicant,3,unknown,50,none,free,2,skilled,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,radio_tv,4623,less_100,4_to_7,4,female,none,2,savings_insurance,35,none,own,1,skilled,1,none,yes,No Risk
0_to_200,7,all_credits_paid_back,car_used,250,less_100,unemployed,1,female,none,1,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
0_to_200,23,outstanding_credit,car_used,4257,100_to_500,greater_7,3,male,none,3,car_other,39,bank,rent,2,unemployed,1,yes,yes,No Risk
no_checking,13,credits_paid_to_date,repairs,5355,100_to_500,1_to_4,3,female,none,2,real_estate,31,none,own,1,management_self-employed,2,none,yes,No Risk
less_0,8,prior_payments_delayed,car_new,3212,less_100,1_to_4,2,female,none,2,car_other,34,stores,own,1,skilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,retraining,3167,100_to_500,greater_7,3,female,none,3,car_other,31,bank,own,1,unemployed,1,none,yes,Risk
0_to_200,17,credits_paid_to_date,car_used,1052,less_100,less_1,2,female,none,3,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,male,none,1,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_new,1395,less_100,1_to_4,2,female,none,3,savings_insurance,30,none,own,1,skilled,1,none,yes,Risk
0_to_200,30,credits_paid_to_date,business,5087,less_100,4_to_7,4,female,none,3,car_other,25,bank,own,1,unemployed,1,yes,yes,No Risk
less_0,36,outstanding_credit,appliances,4425,unknown,greater_7,3,female,none,4,unknown,46,stores,free,2,skilled,2,yes,yes,Risk
0_to_200,7,all_credits_paid_back,car_new,1468,500_to_1000,less_1,1,male,none,1,real_estate,20,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,appliances,4842,500_to_1000,greater_7,5,female,none,3,car_other,43,none,free,2,skilled,1,none,yes,Risk
no_checking,27,prior_payments_delayed,appliances,3605,100_to_500,4_to_7,4,female,none,3,real_estate,28,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,18,prior_payments_delayed,car_new,5601,less_100,1_to_4,3,male,none,4,car_other,36,none,own,1,management_self-employed,2,yes,yes,Risk
0_to_200,17,credits_paid_to_date,vacation,1485,less_100,less_1,1,male,none,2,savings_insurance,36,stores,own,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,repairs,6523,unknown,4_to_7,4,male,co-applicant,3,unknown,48,none,free,2,skilled,1,yes,yes,Risk
less_0,6,prior_payments_delayed,car_new,1773,less_100,1_to_4,3,male,none,2,car_other,20,none,own,2,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_used,1435,500_to_1000,1_to_4,3,male,none,3,car_other,28,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,7,prior_payments_delayed,repairs,931,less_100,less_1,3,male,none,3,savings_insurance,19,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,21,prior_payments_delayed,car_used,2716,greater_1000,1_to_4,2,female,none,2,car_other,37,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,31,credits_paid_to_date,car_used,4738,less_100,1_to_4,3,male,none,2,savings_insurance,19,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,14,all_credits_paid_back,appliances,922,less_100,1_to_4,1,female,none,2,savings_insurance,28,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,vacation,250,less_100,1_to_4,3,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,car_used,881,100_to_500,unemployed,2,female,none,3,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,repairs,1067,less_100,less_1,2,female,none,1,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,vacation,2844,500_to_1000,greater_7,5,male,none,4,car_other,47,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,17,credits_paid_to_date,vacation,691,500_to_1000,1_to_4,3,male,none,3,savings_insurance,22,none,rent,2,skilled,1,none,yes,No Risk
greater_200,41,outstanding_credit,radio_tv,7911,500_to_1000,4_to_7,5,male,co-applicant,3,unknown,47,none,free,2,skilled,1,yes,yes,No Risk
less_0,16,credits_paid_to_date,car_used,250,100_to_500,less_1,2,female,none,3,savings_insurance,25,none,rent,1,skilled,1,none,yes,No Risk
less_0,7,all_credits_paid_back,car_used,250,100_to_500,less_1,2,male,none,1,real_estate,30,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,furniture,3110,less_100,1_to_4,3,male,none,4,real_estate,32,none,free,1,management_self-employed,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,furniture,2227,500_to_1000,4_to_7,3,male,none,3,real_estate,22,none,own,1,management_self-employed,2,yes,yes,Risk
less_0,14,prior_payments_delayed,furniture,711,less_100,1_to_4,3,male,none,3,savings_insurance,36,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,8,all_credits_paid_back,furniture,2141,less_100,less_1,2,female,none,1,car_other,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,45,prior_payments_delayed,repairs,6457,unknown,greater_7,3,male,co-applicant,4,car_other,42,bank,own,2,unemployed,2,yes,yes,Risk
less_0,4,credits_paid_to_date,radio_tv,250,less_100,1_to_4,2,female,none,2,car_other,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,radio_tv,8623,500_to_1000,greater_7,5,male,co-applicant,4,unknown,55,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,26,credits_paid_to_date,furniture,3871,500_to_1000,4_to_7,4,male,none,3,savings_insurance,19,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,retraining,3994,less_100,less_1,3,male,none,2,car_other,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,education,3512,100_to_500,4_to_7,3,female,none,3,car_other,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,4696,100_to_500,1_to_4,3,male,none,4,savings_insurance,35,none,free,1,management_self-employed,1,yes,yes,Risk
0_to_200,20,credits_paid_to_date,car_new,2968,less_100,less_1,1,male,none,2,savings_insurance,33,none,own,2,skilled,1,none,yes,Risk
0_to_200,32,prior_payments_delayed,education,4212,500_to_1000,1_to_4,3,male,none,2,savings_insurance,32,none,own,1,skilled,2,yes,yes,No Risk
less_0,8,prior_payments_delayed,car_used,797,500_to_1000,4_to_7,3,female,none,1,real_estate,36,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,21,all_credits_paid_back,appliances,2304,less_100,less_1,3,female,none,2,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,20,credits_paid_to_date,radio_tv,5148,100_to_500,4_to_7,4,female,none,3,savings_insurance,39,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,18,credits_paid_to_date,car_new,2348,500_to_1000,1_to_4,3,male,co-applicant,2,savings_insurance,42,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,4,no_credits,education,250,less_100,unemployed,1,male,none,2,real_estate,31,none,rent,1,skilled,1,none,yes,No Risk
less_0,24,credits_paid_to_date,radio_tv,1764,less_100,1_to_4,3,male,none,1,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,100_to_500,1_to_4,2,female,co-applicant,1,real_estate,33,bank,own,1,unemployed,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,255,less_100,1_to_4,2,female,none,3,car_other,25,none,own,1,skilled,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,furniture,250,less_100,unemployed,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_used,1371,500_to_1000,less_1,2,male,none,3,savings_insurance,33,bank,rent,2,unemployed,1,none,yes,No Risk
0_to_200,22,outstanding_credit,car_used,1993,100_to_500,1_to_4,3,male,none,2,savings_insurance,40,none,own,2,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,business,4780,100_to_500,4_to_7,3,male,none,4,car_other,42,none,free,1,skilled,1,none,yes,No Risk
no_checking,18,credits_paid_to_date,radio_tv,1880,100_to_500,4_to_7,2,female,none,2,savings_insurance,42,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,repairs,6523,greater_1000,greater_7,4,male,co-applicant,5,car_other,51,stores,own,2,unskilled,2,yes,yes,Risk
less_0,6,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,2441,less_100,4_to_7,3,female,co-applicant,3,savings_insurance,45,none,own,1,skilled,1,yes,yes,No Risk
less_0,33,prior_payments_delayed,furniture,250,100_to_500,greater_7,3,male,none,3,real_estate,21,stores,own,1,unskilled,1,yes,yes,No Risk
greater_200,25,credits_paid_to_date,car_used,7360,less_100,1_to_4,3,male,none,3,car_other,35,none,own,2,skilled,1,yes,yes,Risk
0_to_200,11,prior_payments_delayed,car_new,5784,less_100,4_to_7,3,male,none,3,unknown,35,none,own,2,skilled,1,yes,yes,Risk
0_to_200,25,credits_paid_to_date,radio_tv,4535,100_to_500,less_1,2,male,none,3,unknown,31,none,own,1,skilled,1,none,yes,No Risk
greater_200,5,prior_payments_delayed,vacation,1854,greater_1000,1_to_4,2,male,none,4,car_other,32,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,repairs,7584,100_to_500,less_1,4,male,none,5,car_other,35,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,22,outstanding_credit,education,3993,100_to_500,4_to_7,2,male,none,2,savings_insurance,20,none,own,1,skilled,1,yes,yes,No Risk
no_checking,37,outstanding_credit,radio_tv,8258,greater_1000,greater_7,5,male,co-applicant,5,unknown,50,none,free,2,skilled,2,yes,yes,Risk
no_checking,38,prior_payments_delayed,furniture,2716,500_to_1000,4_to_7,4,male,none,4,savings_insurance,28,none,free,2,skilled,1,none,yes,Risk
less_0,19,credits_paid_to_date,furniture,1573,100_to_500,unemployed,2,male,none,1,car_other,25,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,14,all_credits_paid_back,vacation,3025,less_100,unemployed,2,male,none,2,real_estate,20,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,appliances,5836,100_to_500,1_to_4,3,male,none,4,savings_insurance,38,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,40,outstanding_credit,repairs,5624,greater_1000,greater_7,5,male,co-applicant,5,car_other,42,none,free,2,skilled,1,yes,yes,Risk
less_0,9,prior_payments_delayed,furniture,1173,less_100,1_to_4,3,male,none,2,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
less_0,7,prior_payments_delayed,appliances,250,500_to_1000,less_1,1,male,none,2,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,2321,less_100,less_1,2,female,none,2,car_other,39,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,appliances,919,100_to_500,1_to_4,3,female,none,1,real_estate,24,none,own,1,skilled,2,yes,yes,No Risk
no_checking,32,prior_payments_delayed,appliances,6954,500_to_1000,greater_7,4,female,none,4,car_other,58,none,own,2,skilled,1,none,yes,Risk
less_0,15,prior_payments_delayed,radio_tv,1043,100_to_500,4_to_7,3,male,none,3,car_other,33,none,own,1,skilled,1,yes,yes,No Risk
greater_200,21,credits_paid_to_date,furniture,7148,less_100,1_to_4,3,female,none,4,car_other,43,none,own,1,skilled,1,none,yes,Risk
less_0,24,credits_paid_to_date,car_new,250,500_to_1000,unemployed,2,female,none,2,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,4506,100_to_500,greater_7,4,female,none,3,car_other,48,none,free,2,skilled,2,yes,yes,Risk
no_checking,31,prior_payments_delayed,appliances,2071,500_to_1000,greater_7,4,male,guarantor,4,savings_insurance,46,none,free,1,unskilled,1,yes,yes,Risk
less_0,31,outstanding_credit,furniture,4928,100_to_500,greater_7,3,male,none,3,unknown,39,stores,own,1,skilled,1,none,yes,Risk
no_checking,23,outstanding_credit,radio_tv,2420,500_to_1000,greater_7,3,male,none,4,savings_insurance,38,none,own,1,skilled,1,yes,yes,Risk
less_0,27,credits_paid_to_date,radio_tv,3859,500_to_1000,4_to_7,4,male,none,3,savings_insurance,35,bank,own,2,unskilled,1,yes,yes,No Risk
no_checking,38,outstanding_credit,radio_tv,3070,greater_1000,4_to_7,4,male,none,5,savings_insurance,31,stores,own,1,unskilled,2,yes,yes,No Risk
0_to_200,14,credits_paid_to_date,vacation,2126,less_100,4_to_7,2,male,none,3,car_other,47,none,own,1,skilled,1,yes,yes,Risk
less_0,24,prior_payments_delayed,retraining,250,100_to_500,less_1,3,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,7984,unknown,greater_7,5,male,co-applicant,4,unknown,61,none,free,3,management_self-employed,2,yes,yes,No Risk
no_checking,9,all_credits_paid_back,car_new,2978,less_100,less_1,2,female,none,3,real_estate,31,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,repairs,5690,greater_1000,4_to_7,5,male,none,3,car_other,41,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,car_new,2435,greater_1000,1_to_4,2,female,none,2,real_estate,28,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,car_used,3103,greater_1000,4_to_7,3,female,none,1,savings_insurance,37,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,15,all_credits_paid_back,furniture,463,less_100,1_to_4,3,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,appliances,6599,500_to_1000,4_to_7,3,male,none,2,car_other,42,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,29,outstanding_credit,appliances,6758,greater_1000,greater_7,5,male,co-applicant,3,unknown,50,none,free,3,skilled,2,yes,yes,Risk
0_to_200,33,prior_payments_delayed,appliances,2490,greater_1000,4_to_7,3,male,none,4,real_estate,33,none,own,2,skilled,1,yes,no,No Risk
no_checking,15,credits_paid_to_date,furniture,2161,100_to_500,4_to_7,3,male,co-applicant,4,savings_insurance,61,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,8036,500_to_1000,1_to_4,4,male,co-applicant,5,savings_insurance,37,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,19,credits_paid_to_date,car_used,250,100_to_500,1_to_4,1,male,none,1,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,30,outstanding_credit,repairs,5200,500_to_1000,greater_7,5,male,co-applicant,4,car_other,49,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,22,credits_paid_to_date,furniture,5043,greater_1000,1_to_4,4,male,none,4,savings_insurance,30,none,own,2,management_self-employed,1,none,yes,Risk
0_to_200,25,all_credits_paid_back,retraining,3139,less_100,less_1,3,female,none,3,car_other,28,none,own,1,skilled,1,none,yes,No Risk
greater_200,19,credits_paid_to_date,radio_tv,1355,less_100,4_to_7,3,male,none,3,savings_insurance,35,none,own,2,skilled,1,none,yes,Risk
no_checking,27,prior_payments_delayed,furniture,6592,unknown,4_to_7,4,male,none,5,unknown,45,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,33,prior_payments_delayed,appliances,2048,unknown,1_to_4,2,male,none,2,savings_insurance,26,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,28,outstanding_credit,car_used,4258,greater_1000,1_to_4,3,male,none,4,unknown,35,none,own,2,skilled,1,yes,yes,No Risk
no_checking,43,outstanding_credit,appliances,3661,greater_1000,4_to_7,3,female,co-applicant,3,car_other,28,none,free,1,skilled,1,yes,yes,Risk
no_checking,26,prior_payments_delayed,car_used,6623,greater_1000,4_to_7,4,male,none,3,car_other,42,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,4,prior_payments_delayed,vacation,5813,less_100,1_to_4,3,female,none,2,car_other,22,none,own,2,skilled,1,none,yes,No Risk
0_to_200,21,outstanding_credit,radio_tv,2992,100_to_500,1_to_4,2,female,none,1,savings_insurance,37,stores,own,1,skilled,1,none,yes,Risk
no_checking,24,prior_payments_delayed,business,4404,100_to_500,4_to_7,3,male,none,4,unknown,54,none,own,1,skilled,1,yes,yes,Risk
0_to_200,28,credits_paid_to_date,furniture,2734,greater_1000,4_to_7,3,male,none,1,savings_insurance,33,none,own,1,skilled,1,yes,yes,No Risk
no_checking,8,no_credits,appliances,2507,500_to_1000,less_1,1,male,none,2,savings_insurance,34,none,own,1,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,radio_tv,5062,100_to_500,1_to_4,2,female,none,2,savings_insurance,33,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,34,prior_payments_delayed,appliances,2660,100_to_500,1_to_4,3,female,none,1,savings_insurance,29,bank,own,1,unemployed,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,radio_tv,4371,less_100,4_to_7,3,male,none,2,car_other,41,none,own,2,skilled,1,none,yes,Risk
no_checking,20,credits_paid_to_date,furniture,6585,100_to_500,greater_7,4,male,none,3,savings_insurance,40,none,own,1,skilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,5966,100_to_500,greater_7,5,male,none,3,savings_insurance,44,none,free,2,skilled,1,none,yes,No Risk
no_checking,45,prior_payments_delayed,appliances,10540,500_to_1000,1_to_4,5,female,co-applicant,4,car_other,36,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,30,outstanding_credit,repairs,6111,unknown,greater_7,5,female,none,5,unknown,53,none,own,2,skilled,2,yes,yes,No Risk
less_0,22,no_credits,car_used,2788,less_100,1_to_4,2,female,none,1,savings_insurance,37,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,6078,unknown,1_to_4,4,male,none,5,savings_insurance,42,none,own,2,skilled,1,none,no,Risk
less_0,22,no_credits,vacation,250,100_to_500,less_1,2,female,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,vacation,250,less_100,unemployed,2,male,none,2,real_estate,22,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,11,credits_paid_to_date,furniture,1623,greater_1000,1_to_4,2,male,none,2,real_estate,42,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,radio_tv,5988,unknown,4_to_7,4,male,none,4,unknown,51,none,free,2,skilled,2,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,car_used,1200,less_100,less_1,2,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,6948,500_to_1000,4_to_7,4,male,none,4,savings_insurance,40,none,own,2,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,radio_tv,3971,500_to_1000,1_to_4,3,male,none,3,unknown,32,bank,own,2,unskilled,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,other,6778,500_to_1000,greater_7,5,male,none,3,unknown,53,none,free,2,skilled,1,yes,yes,Risk
0_to_200,11,credits_paid_to_date,car_new,5628,100_to_500,1_to_4,2,male,none,3,car_other,24,none,own,2,skilled,1,none,yes,No Risk
less_0,21,prior_payments_delayed,furniture,5281,less_100,1_to_4,3,male,none,3,savings_insurance,26,none,free,1,skilled,1,none,yes,No Risk
less_0,30,credits_paid_to_date,furniture,250,less_100,4_to_7,2,male,co-applicant,3,real_estate,26,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,30,outstanding_credit,vacation,8739,500_to_1000,greater_7,5,male,co-applicant,5,car_other,46,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,19,credits_paid_to_date,car_new,963,100_to_500,less_1,2,male,none,2,car_other,37,none,own,1,skilled,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,furniture,8293,500_to_1000,greater_7,4,male,guarantor,4,car_other,54,none,free,2,skilled,1,yes,yes,Risk
less_0,18,prior_payments_delayed,repairs,2671,less_100,4_to_7,4,male,co-applicant,2,savings_insurance,22,none,own,1,skilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,repairs,2485,less_100,less_1,3,female,none,2,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
less_0,19,prior_payments_delayed,furniture,2601,less_100,1_to_4,3,male,none,3,car_other,33,none,own,1,skilled,1,none,yes,No Risk
less_0,35,outstanding_credit,other,5974,500_to_1000,1_to_4,3,male,none,1,unknown,35,stores,own,2,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,repairs,5126,unknown,1_to_4,4,male,guarantor,5,unknown,52,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,40,outstanding_credit,repairs,6591,500_to_1000,greater_7,5,male,guarantor,5,car_other,63,none,free,2,skilled,1,yes,yes,Risk
greater_200,10,prior_payments_delayed,retraining,1000,100_to_500,greater_7,4,female,none,3,car_other,36,none,own,1,skilled,1,yes,yes,Risk
less_0,14,prior_payments_delayed,car_new,3662,less_100,4_to_7,2,male,none,3,car_other,49,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,furniture,5361,100_to_500,greater_7,3,male,none,3,savings_insurance,34,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,24,prior_payments_delayed,appliances,6531,500_to_1000,greater_7,4,male,guarantor,4,car_other,70,none,free,2,skilled,1,yes,yes,Risk
no_checking,28,prior_payments_delayed,appliances,3731,unknown,1_to_4,3,male,none,3,car_other,28,none,rent,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,business,6065,100_to_500,4_to_7,3,male,none,4,car_other,42,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,13,prior_payments_delayed,car_new,250,100_to_500,1_to_4,2,male,none,1,real_estate,24,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,42,outstanding_credit,repairs,6617,greater_1000,greater_7,5,male,co-applicant,5,unknown,60,none,free,3,skilled,2,yes,yes,Risk
less_0,15,credits_paid_to_date,car_used,4638,less_100,1_to_4,3,male,none,3,car_other,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,35,prior_payments_delayed,repairs,6017,100_to_500,less_1,3,male,none,2,unknown,33,none,own,2,skilled,1,none,yes,No Risk
no_checking,36,credits_paid_to_date,appliances,8091,100_to_500,4_to_7,3,female,none,3,unknown,39,none,own,2,skilled,2,yes,yes,Risk
0_to_200,21,outstanding_credit,furniture,4839,greater_1000,greater_7,4,male,none,2,car_other,43,none,own,2,skilled,2,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,8644,500_to_1000,1_to_4,4,male,none,4,savings_insurance,27,stores,own,1,unskilled,1,none,yes,Risk
less_0,20,prior_payments_delayed,radio_tv,2693,less_100,1_to_4,2,male,none,3,savings_insurance,24,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,business,2587,500_to_1000,4_to_7,2,male,none,4,savings_insurance,41,none,own,1,skilled,1,yes,yes,No Risk
less_0,15,prior_payments_delayed,radio_tv,904,100_to_500,1_to_4,3,male,none,2,savings_insurance,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,12,credits_paid_to_date,furniture,3955,less_100,1_to_4,3,male,none,3,savings_insurance,26,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,8,prior_payments_delayed,car_new,370,less_100,less_1,2,female,none,2,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,7264,100_to_500,1_to_4,4,male,none,5,car_other,44,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,27,all_credits_paid_back,radio_tv,7030,less_100,1_to_4,3,male,none,4,savings_insurance,34,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,17,prior_payments_delayed,car_new,375,less_100,4_to_7,1,male,none,1,real_estate,43,stores,own,1,skilled,2,yes,yes,No Risk
less_0,9,prior_payments_delayed,car_used,2787,less_100,4_to_7,3,male,none,2,savings_insurance,46,bank,own,2,unskilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,car_used,3321,greater_1000,1_to_4,3,male,none,3,real_estate,30,none,own,3,management_self-employed,2,yes,yes,No Risk
no_checking,32,prior_payments_delayed,business,6303,100_to_500,greater_7,4,male,none,3,unknown,59,none,free,2,skilled,1,yes,yes,Risk
no_checking,24,outstanding_credit,appliances,2261,500_to_1000,greater_7,4,male,none,3,unknown,42,none,own,1,skilled,1,none,yes,Risk
0_to_200,31,credits_paid_to_date,appliances,2909,100_to_500,1_to_4,2,female,none,3,car_other,41,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,vacation,4898,less_100,4_to_7,3,male,none,2,car_other,45,none,own,2,skilled,1,none,yes,Risk
less_0,13,prior_payments_delayed,furniture,791,less_100,1_to_4,2,male,none,2,savings_insurance,27,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,retraining,302,100_to_500,1_to_4,2,female,none,1,savings_insurance,20,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,business,4946,500_to_1000,less_1,4,male,co-applicant,3,car_other,48,none,own,1,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,radio_tv,250,100_to_500,1_to_4,2,female,none,1,savings_insurance,30,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,radio_tv,3382,greater_1000,less_1,2,female,none,3,car_other,33,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,14,no_credits,vacation,474,less_100,unemployed,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,9,prior_payments_delayed,car_new,2289,less_100,1_to_4,3,male,none,1,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
less_0,19,prior_payments_delayed,furniture,250,less_100,4_to_7,3,female,none,1,savings_insurance,31,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,35,outstanding_credit,repairs,5981,greater_1000,1_to_4,3,male,none,4,car_other,42,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,13,prior_payments_delayed,business,5215,500_to_1000,less_1,3,male,none,4,car_other,25,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,42,outstanding_credit,education,6149,greater_1000,4_to_7,4,male,co-applicant,4,unknown,45,none,free,2,skilled,1,yes,yes,Risk
no_checking,18,all_credits_paid_back,furniture,672,less_100,1_to_4,2,female,none,3,savings_insurance,36,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,car_new,3007,100_to_500,4_to_7,3,female,co-applicant,3,car_other,41,bank,own,1,unemployed,1,none,yes,Risk
greater_200,18,credits_paid_to_date,retraining,5537,500_to_1000,greater_7,3,male,none,4,car_other,25,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,vacation,2727,500_to_1000,1_to_4,3,male,none,3,real_estate,33,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,18,credits_paid_to_date,car_new,4035,500_to_1000,less_1,3,male,guarantor,3,savings_insurance,40,none,own,1,skilled,1,yes,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,6756,100_to_500,4_to_7,4,female,none,4,car_other,55,none,own,2,skilled,1,yes,yes,Risk
no_checking,32,outstanding_credit,furniture,4581,500_to_1000,4_to_7,3,female,none,2,car_other,52,bank,rent,1,unemployed,1,yes,yes,Risk
less_0,19,credits_paid_to_date,vacation,1417,less_100,less_1,3,female,none,1,car_other,33,none,rent,1,skilled,1,none,yes,No Risk
no_checking,22,outstanding_credit,appliances,3009,500_to_1000,1_to_4,3,female,none,3,car_other,37,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,3196,less_100,1_to_4,3,male,co-applicant,3,real_estate,40,none,own,2,skilled,1,yes,yes,Risk
no_checking,8,credits_paid_to_date,car_used,3925,less_100,4_to_7,2,male,none,3,real_estate,31,none,own,2,management_self-employed,1,none,yes,Risk
0_to_200,23,credits_paid_to_date,repairs,5082,less_100,4_to_7,2,female,none,3,car_other,44,none,free,2,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,1661,unknown,greater_7,2,female,none,4,real_estate,44,none,own,2,skilled,1,none,yes,Risk
no_checking,25,outstanding_credit,furniture,5330,500_to_1000,greater_7,4,male,none,3,unknown,50,none,free,2,skilled,1,yes,yes,Risk
greater_200,32,prior_payments_delayed,radio_tv,5824,100_to_500,greater_7,4,male,none,3,unknown,37,stores,own,2,unskilled,1,yes,yes,Risk
less_0,29,outstanding_credit,appliances,3237,greater_1000,greater_7,3,male,none,4,savings_insurance,31,none,own,2,skilled,1,none,yes,Risk
no_checking,28,outstanding_credit,other,6365,greater_1000,4_to_7,4,male,guarantor,3,unknown,42,none,free,1,skilled,1,yes,yes,Risk
no_checking,26,prior_payments_delayed,radio_tv,4426,100_to_500,greater_7,3,female,none,3,car_other,46,bank,rent,2,unemployed,1,none,yes,No Risk
no_checking,17,credits_paid_to_date,radio_tv,2420,greater_1000,1_to_4,2,male,none,4,savings_insurance,34,none,own,2,skilled,2,none,yes,No Risk
less_0,18,credits_paid_to_date,car_new,1775,less_100,less_1,2,male,none,3,savings_insurance,20,none,rent,1,skilled,1,none,yes,No Risk
no_checking,39,outstanding_credit,radio_tv,9771,greater_1000,greater_7,5,female,co-applicant,4,unknown,56,none,free,3,skilled,2,yes,yes,Risk
no_checking,24,outstanding_credit,appliances,4791,500_to_1000,greater_7,4,female,none,2,car_other,50,none,free,2,skilled,1,yes,yes,Risk
less_0,19,credits_paid_to_date,car_used,3530,less_100,less_1,2,male,none,3,car_other,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,appliances,5474,less_100,1_to_4,2,female,none,1,unknown,34,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,5728,100_to_500,1_to_4,3,male,none,2,car_other,38,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,35,prior_payments_delayed,furniture,5011,100_to_500,4_to_7,4,male,none,3,unknown,37,none,own,2,skilled,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,savings_insurance,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,credits_paid_to_date,radio_tv,5260,100_to_500,less_1,4,female,none,4,car_other,48,none,own,1,skilled,1,none,yes,Risk
0_to_200,4,prior_payments_delayed,car_new,250,less_100,less_1,1,female,none,3,savings_insurance,41,none,rent,1,skilled,1,none,yes,No Risk
greater_200,34,prior_payments_delayed,radio_tv,3532,500_to_1000,4_to_7,3,female,none,4,unknown,45,stores,free,2,unskilled,2,yes,yes,Risk
less_0,26,credits_paid_to_date,radio_tv,2733,less_100,1_to_4,3,male,none,1,car_other,25,none,own,1,skilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,radio_tv,4869,less_100,1_to_4,2,male,none,3,savings_insurance,36,none,own,2,skilled,2,yes,yes,No Risk
less_0,16,credits_paid_to_date,car_new,250,less_100,4_to_7,3,male,none,2,car_other,29,none,own,2,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,appliances,4400,greater_1000,4_to_7,3,female,co-applicant,3,car_other,38,stores,own,2,skilled,2,yes,yes,Risk
greater_200,25,outstanding_credit,radio_tv,2266,500_to_1000,4_to_7,3,male,none,4,car_other,31,none,own,1,skilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,car_used,4392,100_to_500,1_to_4,3,male,none,2,savings_insurance,28,none,own,2,skilled,1,yes,yes,Risk
no_checking,22,credits_paid_to_date,furniture,3232,100_to_500,4_to_7,3,male,none,3,savings_insurance,33,stores,own,1,unskilled,1,none,yes,No Risk
less_0,29,credits_paid_to_date,radio_tv,4399,less_100,1_to_4,3,female,none,2,savings_insurance,25,stores,own,2,skilled,1,none,yes,No Risk
greater_200,34,outstanding_credit,furniture,1883,unknown,4_to_7,4,male,none,4,unknown,40,none,own,1,skilled,1,yes,yes,Risk
less_0,10,all_credits_paid_back,car_used,250,less_100,less_1,2,male,none,1,real_estate,21,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,4211,less_100,1_to_4,2,female,none,2,real_estate,36,none,own,2,skilled,1,none,yes,No Risk
less_0,21,credits_paid_to_date,car_new,737,less_100,4_to_7,3,male,none,1,savings_insurance,49,bank,own,1,unemployed,1,none,yes,No Risk
0_to_200,9,all_credits_paid_back,car_used,1925,less_100,unemployed,1,female,none,3,car_other,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,radio_tv,3714,500_to_1000,4_to_7,4,male,none,4,savings_insurance,29,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,car_new,3771,500_to_1000,less_1,3,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,car_used,6184,100_to_500,4_to_7,4,female,none,3,car_other,45,none,own,1,skilled,1,none,yes,Risk
no_checking,20,outstanding_credit,radio_tv,5075,unknown,greater_7,5,male,none,4,unknown,60,none,free,2,skilled,2,yes,no,Risk
no_checking,31,prior_payments_delayed,furniture,7410,unknown,4_to_7,3,male,co-applicant,3,savings_insurance,39,none,own,2,skilled,1,none,yes,Risk
no_checking,10,credits_paid_to_date,radio_tv,650,greater_1000,less_1,2,male,none,2,real_estate,25,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,repairs,7016,500_to_1000,1_to_4,4,male,none,5,savings_insurance,40,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,education,5335,greater_1000,1_to_4,4,female,none,3,unknown,39,none,own,1,skilled,1,none,yes,No Risk
less_0,26,credits_paid_to_date,appliances,1996,less_100,1_to_4,3,male,none,2,savings_insurance,30,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,unemployed,2,male,none,2,savings_insurance,24,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,28,outstanding_credit,business,4776,unknown,greater_7,5,female,none,3,unknown,46,none,free,2,skilled,1,none,yes,Risk
0_to_200,14,credits_paid_to_date,vacation,678,500_to_1000,4_to_7,3,female,none,3,savings_insurance,38,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,5589,100_to_500,4_to_7,4,male,none,3,car_other,44,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,8,prior_payments_delayed,car_new,250,less_100,less_1,2,female,none,3,savings_insurance,19,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,36,outstanding_credit,radio_tv,6040,greater_1000,greater_7,5,male,co-applicant,4,unknown,55,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,23,outstanding_credit,repairs,3355,500_to_1000,1_to_4,4,female,none,4,car_other,48,stores,own,2,skilled,1,yes,yes,No Risk
no_checking,30,prior_payments_delayed,car_used,4420,greater_1000,1_to_4,3,male,none,3,car_other,43,none,free,2,skilled,1,yes,yes,No Risk
no_checking,21,credits_paid_to_date,car_used,6850,greater_1000,1_to_4,3,male,none,4,unknown,32,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,business,6202,greater_1000,4_to_7,3,male,none,4,savings_insurance,37,none,own,2,management_self-employed,1,none,yes,Risk
less_0,10,all_credits_paid_back,car_used,2323,less_100,less_1,2,male,none,3,savings_insurance,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,6858,100_to_500,1_to_4,4,male,none,3,unknown,40,stores,rent,1,unskilled,1,none,yes,Risk
no_checking,12,outstanding_credit,business,3223,unknown,1_to_4,4,male,none,3,car_other,35,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_new,1051,100_to_500,4_to_7,3,female,none,3,car_other,39,stores,own,2,skilled,2,yes,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,4522,unknown,4_to_7,4,male,none,3,savings_insurance,40,stores,rent,2,unskilled,2,none,yes,No Risk
0_to_200,15,prior_payments_delayed,furniture,2264,greater_1000,1_to_4,3,female,none,3,real_estate,42,none,own,2,skilled,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,repairs,3094,500_to_1000,greater_7,3,male,none,3,savings_insurance,39,none,own,1,skilled,1,yes,yes,Risk
less_0,21,credits_paid_to_date,furniture,2174,less_100,less_1,2,female,none,1,car_other,35,stores,own,1,skilled,1,none,yes,No Risk
greater_200,20,outstanding_credit,appliances,5257,unknown,1_to_4,3,male,none,4,car_other,27,none,own,2,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,car_new,3009,500_to_1000,less_1,3,male,none,3,car_other,37,none,own,2,skilled,1,none,yes,Risk
no_checking,38,prior_payments_delayed,repairs,8489,500_to_1000,1_to_4,4,male,guarantor,5,car_other,45,none,free,3,skilled,1,yes,yes,Risk
greater_200,20,outstanding_credit,car_used,5844,100_to_500,4_to_7,4,male,none,4,savings_insurance,42,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,furniture,3202,less_100,1_to_4,3,female,none,3,savings_insurance,30,none,own,2,skilled,1,none,yes,Risk
less_0,19,prior_payments_delayed,retraining,2849,less_100,less_1,3,female,none,2,savings_insurance,32,none,own,1,skilled,1,none,no,No Risk
0_to_200,24,credits_paid_to_date,radio_tv,1355,less_100,less_1,2,male,none,3,savings_insurance,19,none,own,1,skilled,1,none,yes,Risk
greater_200,20,credits_paid_to_date,radio_tv,3518,500_to_1000,less_1,2,female,none,3,savings_insurance,32,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,2,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,appliances,4834,500_to_1000,4_to_7,3,male,none,4,unknown,47,none,own,2,skilled,2,yes,yes,Risk
no_checking,26,prior_payments_delayed,furniture,2539,100_to_500,4_to_7,4,female,none,3,savings_insurance,49,none,own,1,skilled,1,yes,yes,No Risk
greater_200,31,all_credits_paid_back,car_new,3342,less_100,4_to_7,3,male,none,2,car_other,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,appliances,6313,greater_1000,4_to_7,4,male,co-applicant,5,car_other,45,none,own,3,skilled,2,yes,yes,Risk
0_to_200,32,outstanding_credit,other,4800,unknown,4_to_7,3,male,none,3,car_other,42,none,own,2,skilled,1,none,yes,No Risk
0_to_200,12,credits_paid_to_date,car_new,250,100_to_500,less_1,2,female,none,2,savings_insurance,20,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,furniture,5283,unknown,1_to_4,4,male,none,5,car_other,43,none,own,2,skilled,2,yes,yes,Risk
no_checking,15,credits_paid_to_date,radio_tv,3605,less_100,4_to_7,4,male,none,2,real_estate,24,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,21,credits_paid_to_date,car_new,3729,less_100,4_to_7,3,female,none,1,car_other,30,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,car_used,5291,greater_1000,1_to_4,3,male,guarantor,3,savings_insurance,43,stores,own,1,unskilled,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,6159,100_to_500,4_to_7,4,male,none,5,unknown,55,none,free,3,management_self-employed,2,yes,yes,Risk
no_checking,10,credits_paid_to_date,vacation,4647,500_to_1000,greater_7,4,female,none,4,savings_insurance,48,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,19,credits_paid_to_date,furniture,4003,less_100,unemployed,3,male,none,3,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,8,all_credits_paid_back,vacation,1455,less_100,less_1,1,female,none,1,car_other,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,furniture,5301,500_to_1000,4_to_7,3,male,none,4,unknown,54,none,free,2,skilled,2,yes,yes,Risk
less_0,32,all_credits_paid_back,radio_tv,333,500_to_1000,4_to_7,3,female,none,1,car_other,23,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,appliances,6688,500_to_1000,4_to_7,5,female,none,3,savings_insurance,55,none,free,2,skilled,1,yes,yes,Risk
no_checking,24,prior_payments_delayed,education,1828,unknown,1_to_4,3,male,none,3,savings_insurance,44,none,own,1,skilled,1,none,yes,Risk
no_checking,30,prior_payments_delayed,appliances,7652,100_to_500,1_to_4,3,female,none,4,car_other,56,stores,own,2,unskilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,621,less_100,unemployed,1,female,none,2,savings_insurance,29,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,32,all_credits_paid_back,car_used,4423,greater_1000,1_to_4,4,female,none,3,car_other,42,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_used,1849,less_100,1_to_4,2,female,none,1,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,30,all_credits_paid_back,education,7706,less_100,1_to_4,3,female,none,4,car_other,45,none,own,2,skilled,1,none,yes,Risk
0_to_200,6,all_credits_paid_back,education,250,less_100,1_to_4,3,male,none,2,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_new,1382,less_100,less_1,2,male,none,3,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
greater_200,23,credits_paid_to_date,car_used,4087,less_100,less_1,2,male,none,2,real_estate,29,none,own,2,skilled,1,yes,yes,No Risk
no_checking,35,outstanding_credit,education,5289,500_to_1000,4_to_7,5,male,none,3,car_other,47,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,19,outstanding_credit,appliances,5674,100_to_500,1_to_4,4,female,none,3,unknown,36,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,1_to_4,3,male,none,3,savings_insurance,25,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,39,outstanding_credit,repairs,7691,unknown,greater_7,5,male,co-applicant,5,unknown,56,none,free,2,skilled,2,yes,yes,Risk
no_checking,44,prior_payments_delayed,repairs,6049,unknown,greater_7,4,male,co-applicant,5,car_other,38,none,free,2,management_self-employed,2,yes,no,Risk
no_checking,24,all_credits_paid_back,car_new,1987,less_100,4_to_7,2,male,none,4,savings_insurance,25,bank,own,1,unemployed,1,none,yes,No Risk
less_0,11,credits_paid_to_date,car_new,2083,less_100,less_1,2,male,none,2,savings_insurance,25,none,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,695,100_to_500,4_to_7,3,male,none,2,car_other,29,none,rent,1,skilled,1,none,yes,No Risk
less_0,8,all_credits_paid_back,car_used,1312,less_100,1_to_4,1,female,none,1,savings_insurance,24,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,5,all_credits_paid_back,car_used,4170,less_100,1_to_4,3,female,none,3,real_estate,35,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,business,5899,100_to_500,4_to_7,4,male,none,4,unknown,53,none,free,2,management_self-employed,2,yes,yes,No Risk
no_checking,35,prior_payments_delayed,furniture,2123,500_to_1000,4_to_7,4,male,none,4,car_other,34,none,own,1,skilled,1,none,yes,No Risk
less_0,8,prior_payments_delayed,furniture,2160,less_100,less_1,2,female,none,1,real_estate,32,none,own,1,skilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,100_to_500,less_1,2,female,co-applicant,1,real_estate,39,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,appliances,8116,unknown,greater_7,4,male,guarantor,5,car_other,53,none,free,2,skilled,1,yes,yes,Risk
0_to_200,21,prior_payments_delayed,radio_tv,3550,less_100,4_to_7,3,male,none,4,savings_insurance,26,bank,own,2,unskilled,1,yes,yes,No Risk
less_0,9,prior_payments_delayed,vacation,4783,less_100,less_1,2,female,none,1,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
less_0,14,credits_paid_to_date,car_new,1071,less_100,4_to_7,2,male,none,2,savings_insurance,33,none,rent,1,skilled,1,none,yes,Risk
greater_200,31,credits_paid_to_date,car_used,4071,100_to_500,4_to_7,4,male,guarantor,4,car_other,47,none,free,1,skilled,1,yes,yes,No Risk
no_checking,15,prior_payments_delayed,radio_tv,2884,greater_1000,greater_7,3,male,guarantor,3,car_other,57,none,free,1,skilled,2,yes,yes,No Risk
0_to_200,25,outstanding_credit,appliances,5049,greater_1000,greater_7,3,male,none,3,car_other,54,none,own,2,skilled,1,none,yes,No Risk
greater_200,6,prior_payments_delayed,car_new,4059,less_100,4_to_7,3,female,none,4,savings_insurance,45,none,own,1,skilled,1,none,yes,Risk
no_checking,28,prior_payments_delayed,appliances,8867,100_to_500,less_1,3,female,none,3,unknown,47,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,36,prior_payments_delayed,appliances,3456,500_to_1000,4_to_7,3,male,none,2,car_other,46,none,own,2,skilled,1,none,yes,No Risk
no_checking,51,outstanding_credit,repairs,7248,greater_1000,greater_7,5,male,co-applicant,5,car_other,42,none,free,2,skilled,1,yes,yes,Risk
less_0,7,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,33,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,furniture,7824,500_to_1000,greater_7,3,male,co-applicant,3,car_other,44,none,free,2,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,radio_tv,6558,greater_1000,4_to_7,4,male,none,3,unknown,27,none,own,2,skilled,1,none,yes,No Risk
greater_200,34,prior_payments_delayed,appliances,3575,100_to_500,4_to_7,3,female,none,2,savings_insurance,41,none,own,2,skilled,1,none,yes,No Risk
less_0,27,outstanding_credit,car_used,1823,greater_1000,greater_7,3,male,none,2,savings_insurance,27,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,29,outstanding_credit,radio_tv,9635,500_to_1000,greater_7,4,male,guarantor,4,unknown,61,none,free,2,skilled,1,yes,yes,Risk
0_to_200,10,credits_paid_to_date,car_used,250,less_100,less_1,1,female,none,2,real_estate,30,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,car_used,3083,500_to_1000,greater_7,4,male,none,3,savings_insurance,37,none,own,2,skilled,1,none,yes,Risk
less_0,4,prior_payments_delayed,car_new,250,500_to_1000,less_1,2,male,none,2,car_other,41,bank,rent,1,unemployed,1,yes,yes,No Risk
greater_200,34,outstanding_credit,repairs,6810,500_to_1000,4_to_7,4,female,none,3,unknown,44,none,own,2,skilled,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,less_1,1,male,none,2,real_estate,26,stores,rent,1,skilled,1,none,yes,No Risk
less_0,9,prior_payments_delayed,car_new,872,less_100,1_to_4,2,female,none,3,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,11,credits_paid_to_date,car_used,2956,greater_1000,4_to_7,4,male,none,4,savings_insurance,38,none,own,1,management_self-employed,1,yes,yes,No Risk
0_to_200,28,prior_payments_delayed,radio_tv,2984,100_to_500,greater_7,3,male,none,2,savings_insurance,33,none,own,2,skilled,1,yes,yes,No Risk
no_checking,20,credits_paid_to_date,radio_tv,4561,500_to_1000,4_to_7,3,female,none,2,car_other,31,stores,own,1,skilled,1,none,yes,No Risk
no_checking,26,all_credits_paid_back,repairs,4048,less_100,1_to_4,2,female,none,2,real_estate,33,none,own,2,skilled,1,none,yes,No Risk
less_0,22,credits_paid_to_date,furniture,250,less_100,less_1,1,female,none,1,real_estate,23,stores,rent,1,skilled,1,yes,yes,No Risk
0_to_200,26,prior_payments_delayed,radio_tv,2894,100_to_500,greater_7,3,male,none,2,savings_insurance,30,none,own,2,skilled,1,yes,yes,No Risk
no_checking,35,outstanding_credit,other,3482,unknown,greater_7,4,male,none,4,car_other,59,none,free,2,skilled,2,yes,yes,Risk
0_to_200,33,outstanding_credit,vacation,5012,100_to_500,1_to_4,3,female,co-applicant,3,unknown,43,stores,free,1,skilled,1,yes,yes,No Risk
no_checking,28,prior_payments_delayed,furniture,5749,greater_1000,4_to_7,4,female,none,3,car_other,39,none,own,2,skilled,1,none,yes,Risk
less_0,11,prior_payments_delayed,car_new,250,100_to_500,less_1,2,female,none,1,car_other,31,bank,rent,1,unemployed,2,none,yes,No Risk
no_checking,20,credits_paid_to_date,car_new,6862,100_to_500,1_to_4,4,female,none,4,unknown,47,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,car_used,5223,100_to_500,1_to_4,3,female,none,3,car_other,52,none,own,3,skilled,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,car_used,6020,unknown,4_to_7,3,male,none,3,savings_insurance,31,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,car_used,5923,100_to_500,4_to_7,4,male,none,3,car_other,36,none,own,2,skilled,1,none,yes,Risk
less_0,7,no_credits,car_new,250,less_100,less_1,2,female,co-applicant,1,real_estate,28,stores,own,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,appliances,5123,greater_1000,greater_7,5,male,none,3,savings_insurance,46,stores,own,2,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,2231,greater_1000,greater_7,3,female,none,3,car_other,45,none,own,1,skilled,1,none,yes,Risk
no_checking,37,prior_payments_delayed,appliances,4956,500_to_1000,1_to_4,3,male,none,4,car_other,44,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,1711,less_100,1_to_4,2,female,none,1,savings_insurance,21,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,34,credits_paid_to_date,furniture,8074,500_to_1000,greater_7,4,male,co-applicant,3,savings_insurance,40,stores,own,2,unskilled,1,yes,yes,Risk
0_to_200,32,all_credits_paid_back,car_new,948,less_100,4_to_7,3,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,Risk
no_checking,26,prior_payments_delayed,furniture,5092,100_to_500,4_to_7,3,female,co-applicant,3,car_other,47,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,3928,unknown,4_to_7,4,male,none,5,savings_insurance,37,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,5995,greater_1000,4_to_7,4,male,none,3,car_other,47,none,own,2,skilled,2,yes,yes,No Risk
less_0,7,prior_payments_delayed,appliances,250,less_100,less_1,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,29,outstanding_credit,furniture,1809,greater_1000,1_to_4,2,male,none,3,savings_insurance,42,stores,own,2,skilled,1,none,yes,Risk
no_checking,8,credits_paid_to_date,car_new,290,greater_1000,1_to_4,2,male,none,3,savings_insurance,40,none,own,1,skilled,1,yes,yes,Risk
no_checking,30,prior_payments_delayed,furniture,5119,100_to_500,4_to_7,3,female,none,3,car_other,55,none,own,1,skilled,1,none,yes,Risk
0_to_200,17,prior_payments_delayed,radio_tv,1807,greater_1000,less_1,2,male,none,3,savings_insurance,40,none,rent,2,skilled,2,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,6180,unknown,4_to_7,3,female,none,4,unknown,46,none,own,2,skilled,2,none,yes,Risk
no_checking,41,prior_payments_delayed,radio_tv,7171,greater_1000,greater_7,4,male,co-applicant,3,car_other,30,bank,own,2,unemployed,1,yes,yes,Risk
no_checking,38,outstanding_credit,appliances,8836,greater_1000,greater_7,4,male,co-applicant,3,unknown,56,none,free,2,skilled,1,yes,yes,Risk
no_checking,24,outstanding_credit,car_used,6468,500_to_1000,1_to_4,4,male,none,3,car_other,28,none,own,2,management_self-employed,1,yes,yes,No Risk
no_checking,45,outstanding_credit,radio_tv,6773,500_to_1000,4_to_7,5,male,co-applicant,5,car_other,54,none,free,3,skilled,1,yes,yes,Risk
0_to_200,5,all_credits_paid_back,car_used,477,less_100,1_to_4,2,female,none,3,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,radio_tv,7533,500_to_1000,greater_7,5,male,guarantor,4,unknown,57,none,free,2,skilled,2,yes,yes,Risk
0_to_200,9,all_credits_paid_back,car_new,2672,less_100,4_to_7,3,female,none,2,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,4721,100_to_500,1_to_4,3,female,none,4,savings_insurance,44,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,prior_payments_delayed,furniture,510,less_100,4_to_7,3,male,none,3,savings_insurance,36,none,own,2,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,repairs,4657,100_to_500,4_to_7,4,male,none,4,savings_insurance,38,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,28,prior_payments_delayed,furniture,4048,100_to_500,1_to_4,3,male,none,2,savings_insurance,24,none,own,2,skilled,1,yes,yes,No Risk
no_checking,41,credits_paid_to_date,furniture,5628,unknown,greater_7,5,male,none,5,savings_insurance,43,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,1738,less_100,less_1,2,female,co-applicant,2,car_other,30,stores,own,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,4920,500_to_1000,greater_7,4,female,none,3,unknown,44,none,free,2,skilled,1,none,yes,Risk
0_to_200,15,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,3,savings_insurance,21,none,own,1,skilled,1,none,yes,Risk
0_to_200,22,outstanding_credit,radio_tv,2540,greater_1000,1_to_4,3,male,none,4,car_other,42,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,11,credits_paid_to_date,vacation,1464,less_100,less_1,2,female,none,3,car_other,25,none,own,1,skilled,1,none,yes,No Risk
less_0,14,prior_payments_delayed,car_new,1628,less_100,less_1,3,female,none,3,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
less_0,6,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,32,stores,rent,2,skilled,1,none,yes,Risk
no_checking,27,outstanding_credit,vacation,7403,unknown,greater_7,4,male,none,5,unknown,50,none,own,2,skilled,2,yes,yes,Risk
0_to_200,25,credits_paid_to_date,furniture,3468,greater_1000,1_to_4,3,male,none,3,savings_insurance,27,bank,rent,1,unskilled,2,none,yes,No Risk
no_checking,35,prior_payments_delayed,vacation,6016,unknown,4_to_7,5,male,none,4,car_other,42,none,own,2,skilled,1,none,yes,No Risk
0_to_200,12,credits_paid_to_date,car_new,250,500_to_1000,less_1,2,female,none,3,savings_insurance,36,stores,own,1,unskilled,1,yes,yes,No Risk
greater_200,24,credits_paid_to_date,car_used,4643,100_to_500,less_1,3,male,none,4,savings_insurance,30,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,radio_tv,3626,100_to_500,1_to_4,3,male,none,4,unknown,35,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,26,credits_paid_to_date,car_used,3052,less_100,4_to_7,3,female,none,3,savings_insurance,45,none,free,2,skilled,1,none,yes,Risk
no_checking,29,outstanding_credit,radio_tv,7468,500_to_1000,greater_7,5,male,co-applicant,4,car_other,55,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,39,prior_payments_delayed,repairs,6110,unknown,4_to_7,4,male,none,4,savings_insurance,50,stores,own,3,unskilled,2,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_used,250,less_100,less_1,2,male,none,1,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,5629,greater_1000,greater_7,3,female,none,4,car_other,43,none,own,2,skilled,1,none,yes,Risk
less_0,14,no_credits,car_new,754,100_to_500,1_to_4,2,male,none,2,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,30,outstanding_credit,radio_tv,5283,greater_1000,4_to_7,4,male,none,4,unknown,58,none,free,2,skilled,2,yes,yes,Risk
0_to_200,18,credits_paid_to_date,car_used,1598,500_to_1000,4_to_7,3,male,co-applicant,2,real_estate,44,none,own,2,skilled,1,yes,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,5056,500_to_1000,4_to_7,4,male,none,5,savings_insurance,43,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,8,prior_payments_delayed,car_new,3629,500_to_1000,1_to_4,2,male,none,4,car_other,44,none,own,2,skilled,2,yes,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,4724,100_to_500,4_to_7,3,female,none,2,savings_insurance,42,none,own,1,skilled,1,none,yes,No Risk
greater_200,27,outstanding_credit,radio_tv,9772,100_to_500,greater_7,5,male,co-applicant,5,unknown,37,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,19,credits_paid_to_date,appliances,1623,less_100,4_to_7,2,male,none,2,car_other,41,none,rent,1,skilled,1,none,yes,Risk
0_to_200,23,outstanding_credit,car_used,3983,100_to_500,4_to_7,4,female,none,4,car_other,26,stores,own,1,unskilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,422,500_to_1000,1_to_4,2,male,co-applicant,1,car_other,49,none,own,1,skilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,1_to_4,1,female,none,1,savings_insurance,24,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,furniture,6066,unknown,4_to_7,4,male,none,5,unknown,48,stores,own,3,unskilled,2,yes,yes,Risk
greater_200,12,credits_paid_to_date,car_new,250,less_100,4_to_7,3,male,none,2,real_estate,19,none,own,1,skilled,1,yes,yes,Risk
no_checking,29,outstanding_credit,appliances,5237,greater_1000,greater_7,5,male,none,4,unknown,54,none,free,2,skilled,1,yes,yes,Risk
no_checking,40,outstanding_credit,repairs,6989,greater_1000,greater_7,4,male,co-applicant,3,car_other,58,none,free,3,skilled,2,yes,yes,Risk
0_to_200,20,credits_paid_to_date,car_used,2974,less_100,1_to_4,3,male,none,2,savings_insurance,37,none,rent,1,skilled,2,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,100_to_500,1_to_4,2,female,none,1,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
greater_200,19,credits_paid_to_date,radio_tv,5848,less_100,less_1,3,female,co-applicant,4,car_other,44,none,own,2,skilled,2,yes,yes,Risk
0_to_200,22,prior_payments_delayed,car_used,426,100_to_500,less_1,3,male,none,1,savings_insurance,37,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,car_new,1133,less_100,unemployed,1,male,none,1,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
less_0,30,credits_paid_to_date,car_used,4864,less_100,4_to_7,3,male,none,2,car_other,34,none,rent,2,skilled,1,none,yes,No Risk
0_to_200,21,outstanding_credit,radio_tv,3480,greater_1000,1_to_4,3,male,none,4,savings_insurance,33,stores,own,2,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,650,less_100,less_1,1,female,none,2,savings_insurance,19,none,own,2,skilled,1,none,yes,No Risk
greater_200,29,prior_payments_delayed,car_used,3733,100_to_500,4_to_7,4,male,none,3,car_other,41,none,own,1,skilled,1,yes,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,7769,100_to_500,1_to_4,4,male,none,3,savings_insurance,23,none,free,2,skilled,1,none,yes,Risk
no_checking,29,outstanding_credit,appliances,6358,500_to_1000,1_to_4,4,male,none,3,unknown,44,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,21,credits_paid_to_date,retraining,1231,100_to_500,1_to_4,1,female,none,1,savings_insurance,27,stores,own,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,furniture,2707,100_to_500,less_1,1,female,none,2,savings_insurance,24,stores,rent,2,skilled,1,none,yes,No Risk
no_checking,20,credits_paid_to_date,radio_tv,2239,500_to_1000,1_to_4,2,female,none,2,real_estate,29,bank,own,1,unemployed,1,none,yes,No Risk
less_0,12,all_credits_paid_back,furniture,4781,less_100,4_to_7,3,male,co-applicant,2,savings_insurance,36,none,own,1,skilled,1,yes,yes,No Risk
less_0,23,credits_paid_to_date,car_new,250,less_100,unemployed,1,female,co-applicant,2,real_estate,33,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,21,outstanding_credit,education,5468,greater_1000,4_to_7,4,male,none,4,savings_insurance,36,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,15,credits_paid_to_date,furniture,2136,100_to_500,unemployed,3,male,none,3,car_other,20,none,own,2,skilled,1,none,yes,No Risk
0_to_200,23,prior_payments_delayed,radio_tv,2829,less_100,1_to_4,2,female,none,2,savings_insurance,38,stores,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,250,100_to_500,4_to_7,2,female,none,3,real_estate,24,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,9,no_credits,car_new,250,less_100,unemployed,2,female,none,1,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,1800,500_to_1000,4_to_7,4,male,none,4,real_estate,46,none,own,2,skilled,1,none,yes,No Risk
less_0,18,credits_paid_to_date,car_used,1610,500_to_1000,4_to_7,3,male,none,3,savings_insurance,28,none,own,2,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,furniture,250,less_100,4_to_7,2,female,none,1,savings_insurance,19,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,radio_tv,8801,greater_1000,greater_7,5,male,guarantor,4,unknown,53,none,free,2,skilled,1,yes,yes,Risk
less_0,9,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,3,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,2548,less_100,less_1,3,female,none,3,car_other,30,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,4,credits_paid_to_date,radio_tv,271,100_to_500,less_1,2,female,none,1,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,37,credits_paid_to_date,furniture,4396,unknown,4_to_7,4,female,none,3,savings_insurance,53,none,own,2,skilled,1,yes,yes,Risk
no_checking,19,credits_paid_to_date,car_new,3132,100_to_500,4_to_7,3,female,none,2,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
less_0,24,credits_paid_to_date,car_new,2897,500_to_1000,1_to_4,2,female,none,1,car_other,37,stores,own,1,skilled,2,yes,yes,No Risk
no_checking,8,credits_paid_to_date,furniture,4545,100_to_500,1_to_4,3,male,none,4,real_estate,33,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,furniture,1958,500_to_1000,1_to_4,3,female,none,1,real_estate,47,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_new,3863,less_100,1_to_4,2,female,none,1,savings_insurance,39,bank,own,2,unemployed,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,5524,100_to_500,greater_7,4,female,none,3,car_other,44,none,own,2,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,100_to_500,1_to_4,1,female,none,2,real_estate,21,stores,rent,2,unskilled,1,none,yes,No Risk
greater_200,23,credits_paid_to_date,radio_tv,3161,100_to_500,4_to_7,3,female,none,2,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,5637,100_to_500,4_to_7,4,male,none,5,car_other,32,none,own,1,skilled,1,yes,yes,Risk
0_to_200,18,prior_payments_delayed,retraining,3140,100_to_500,greater_7,3,female,none,2,savings_insurance,38,bank,own,2,unemployed,1,yes,yes,No Risk
less_0,6,all_credits_paid_back,education,250,100_to_500,less_1,1,male,none,1,real_estate,26,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,43,prior_payments_delayed,furniture,5940,500_to_1000,4_to_7,3,male,co-applicant,4,unknown,43,none,own,2,skilled,2,yes,yes,Risk
no_checking,8,prior_payments_delayed,car_new,4882,greater_1000,greater_7,4,male,none,4,unknown,37,none,own,1,skilled,2,none,yes,No Risk
no_checking,24,outstanding_credit,car_used,6645,500_to_1000,greater_7,4,male,co-applicant,3,unknown,51,none,free,2,skilled,1,yes,yes,Risk
0_to_200,42,prior_payments_delayed,appliances,2760,100_to_500,4_to_7,3,male,none,2,car_other,34,bank,own,1,unemployed,1,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_used,1397,500_to_1000,less_1,2,male,none,3,car_other,46,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,repairs,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,5346,unknown,1_to_4,4,male,none,4,car_other,55,stores,own,3,unskilled,2,yes,yes,No Risk
no_checking,49,credits_paid_to_date,furniture,2461,unknown,1_to_4,4,male,none,3,savings_insurance,28,none,own,2,skilled,2,none,yes,No Risk
less_0,19,prior_payments_delayed,radio_tv,1317,greater_1000,4_to_7,2,male,none,3,car_other,38,stores,own,2,skilled,1,yes,yes,No Risk
no_checking,44,outstanding_credit,radio_tv,5037,greater_1000,greater_7,4,male,co-applicant,5,unknown,37,none,free,2,skilled,1,yes,yes,Risk
0_to_200,16,credits_paid_to_date,car_new,3181,less_100,4_to_7,3,male,none,2,car_other,40,none,own,2,skilled,1,none,no,No Risk
no_checking,25,outstanding_credit,vacation,4296,500_to_1000,greater_7,5,male,none,4,car_other,47,none,free,2,skilled,1,yes,yes,Risk
no_checking,31,all_credits_paid_back,furniture,4380,greater_1000,1_to_4,3,female,none,3,savings_insurance,36,bank,own,1,unemployed,1,none,no,No Risk
no_checking,43,prior_payments_delayed,radio_tv,4400,500_to_1000,greater_7,5,male,co-applicant,4,car_other,45,none,own,1,skilled,2,yes,yes,Risk
no_checking,38,outstanding_credit,other,6481,greater_1000,1_to_4,4,male,none,2,savings_insurance,45,bank,own,2,unskilled,1,none,yes,Risk
0_to_200,13,credits_paid_to_date,vacation,250,less_100,less_1,2,female,none,3,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,furniture,1557,500_to_1000,1_to_4,2,male,co-applicant,2,savings_insurance,38,stores,own,1,unskilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,100_to_500,1_to_4,2,female,none,2,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,education,7603,100_to_500,4_to_7,3,male,none,4,savings_insurance,39,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,19,no_credits,furniture,250,less_100,less_1,1,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,other,7905,greater_1000,greater_7,6,male,co-applicant,5,unknown,48,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,9,credits_paid_to_date,car_used,250,less_100,less_1,2,female,none,3,real_estate,29,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,10,credits_paid_to_date,car_new,1315,500_to_1000,less_1,2,male,none,2,savings_insurance,26,none,rent,1,skilled,1,none,yes,No Risk
no_checking,9,no_credits,car_new,2327,500_to_1000,less_1,3,female,none,3,real_estate,33,stores,rent,2,unskilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,vacation,1575,less_100,unemployed,1,female,none,1,real_estate,20,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,Risk
no_checking,42,prior_payments_delayed,furniture,5186,500_to_1000,1_to_4,3,male,none,4,car_other,42,none,free,2,skilled,1,yes,yes,Risk
no_checking,27,prior_payments_delayed,education,5629,100_to_500,4_to_7,3,female,none,4,car_other,32,none,own,1,skilled,1,yes,yes,No Risk
less_0,8,prior_payments_delayed,vacation,3335,less_100,less_1,2,female,none,3,savings_insurance,27,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,6,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,2,savings_insurance,20,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,48,outstanding_credit,appliances,6251,greater_1000,4_to_7,5,male,co-applicant,5,unknown,53,none,own,2,management_self-employed,2,yes,yes,Risk
greater_200,35,prior_payments_delayed,appliances,4256,unknown,1_to_4,4,male,none,4,savings_insurance,20,none,own,2,skilled,2,none,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,4209,unknown,greater_7,4,male,none,3,savings_insurance,42,none,own,2,skilled,1,yes,yes,No Risk
no_checking,15,prior_payments_delayed,repairs,5345,100_to_500,greater_7,4,male,none,5,car_other,33,none,own,2,management_self-employed,2,yes,yes,Risk
0_to_200,15,prior_payments_delayed,furniture,3295,less_100,4_to_7,4,male,co-applicant,4,car_other,51,none,free,1,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,real_estate,22,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,furniture,3515,less_100,less_1,2,male,none,3,car_other,31,none,own,2,skilled,2,yes,yes,Risk
no_checking,27,credits_paid_to_date,radio_tv,3279,100_to_500,1_to_4,2,male,none,3,car_other,28,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,13,all_credits_paid_back,car_new,763,less_100,unemployed,1,male,none,2,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,car_used,250,100_to_500,greater_7,2,female,none,2,real_estate,31,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,4877,100_to_500,greater_7,3,female,none,3,unknown,43,none,own,1,skilled,1,none,yes,Risk
greater_200,12,prior_payments_delayed,furniture,250,100_to_500,4_to_7,2,male,none,3,real_estate,40,none,rent,1,skilled,1,none,yes,No Risk
less_0,14,prior_payments_delayed,radio_tv,1225,500_to_1000,1_to_4,3,male,none,3,car_other,42,none,rent,1,skilled,1,none,yes,Risk
no_checking,18,prior_payments_delayed,retraining,2036,100_to_500,1_to_4,3,male,none,3,real_estate,28,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,furniture,3834,100_to_500,unemployed,2,female,none,3,car_other,28,none,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,education,250,less_100,unemployed,2,female,none,1,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,30,outstanding_credit,repairs,7908,500_to_1000,4_to_7,3,male,co-applicant,3,unknown,44,none,free,2,skilled,1,yes,yes,Risk
0_to_200,10,credits_paid_to_date,car_used,2430,less_100,unemployed,2,male,none,3,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,education,7355,unknown,4_to_7,4,male,co-applicant,5,car_other,45,none,own,2,skilled,1,yes,yes,Risk
0_to_200,22,outstanding_credit,education,1846,100_to_500,1_to_4,3,female,co-applicant,2,real_estate,41,none,own,1,skilled,1,yes,yes,No Risk
no_checking,25,outstanding_credit,appliances,5862,500_to_1000,greater_7,4,male,guarantor,5,car_other,59,none,free,2,skilled,1,yes,yes,Risk
less_0,11,prior_payments_delayed,furniture,250,less_100,4_to_7,2,male,none,1,savings_insurance,24,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,education,5565,less_100,4_to_7,3,male,none,3,unknown,35,none,free,1,skilled,1,none,yes,No Risk
greater_200,46,prior_payments_delayed,furniture,2546,500_to_1000,greater_7,4,male,guarantor,2,savings_insurance,36,stores,free,1,unskilled,1,yes,yes,Risk
less_0,12,prior_payments_delayed,furniture,997,500_to_1000,4_to_7,3,male,none,2,car_other,32,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,1_to_4,2,female,none,3,real_estate,22,stores,own,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,vacation,3529,less_100,4_to_7,2,male,none,2,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,no_credits,repairs,1464,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,43,outstanding_credit,other,6949,unknown,greater_7,5,male,co-applicant,4,car_other,57,none,free,3,management_self-employed,2,yes,yes,Risk
less_0,13,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,1,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,24,all_credits_paid_back,appliances,3822,500_to_1000,4_to_7,4,male,none,2,car_other,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,repairs,6954,500_to_1000,greater_7,4,male,co-applicant,3,unknown,56,none,free,2,skilled,1,yes,yes,Risk
no_checking,26,outstanding_credit,vacation,7203,unknown,greater_7,5,female,co-applicant,5,unknown,60,none,free,3,management_self-employed,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,repairs,7928,500_to_1000,greater_7,4,male,co-applicant,5,unknown,50,none,free,2,management_self-employed,2,yes,yes,Risk
greater_200,28,prior_payments_delayed,radio_tv,3078,100_to_500,4_to_7,3,female,co-applicant,4,savings_insurance,33,none,own,2,skilled,1,none,yes,No Risk
no_checking,49,prior_payments_delayed,repairs,5595,500_to_1000,4_to_7,4,male,co-applicant,4,car_other,42,none,own,2,skilled,1,yes,yes,Risk
greater_200,23,credits_paid_to_date,car_new,294,500_to_1000,less_1,3,male,none,4,savings_insurance,33,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,22,credits_paid_to_date,retraining,2683,less_100,less_1,3,female,none,2,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,education,1903,100_to_500,4_to_7,2,male,none,3,savings_insurance,38,none,own,1,skilled,1,yes,yes,Risk
less_0,16,credits_paid_to_date,car_new,705,less_100,unemployed,1,female,none,1,savings_insurance,27,stores,own,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,car_new,2008,greater_1000,greater_7,4,male,none,2,real_estate,27,none,own,2,skilled,1,yes,yes,No Risk
less_0,19,credits_paid_to_date,car_new,2192,500_to_1000,4_to_7,2,male,none,2,car_other,34,none,own,2,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,1657,less_100,less_1,2,female,none,3,savings_insurance,20,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,20,no_credits,furniture,1652,less_100,unemployed,1,male,none,2,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
greater_200,12,credits_paid_to_date,car_used,5380,less_100,1_to_4,2,male,none,3,unknown,47,bank,own,1,unemployed,1,yes,yes,No Risk
0_to_200,29,credits_paid_to_date,radio_tv,3617,100_to_500,greater_7,3,male,none,2,savings_insurance,34,none,own,2,skilled,2,none,yes,Risk
no_checking,35,prior_payments_delayed,radio_tv,4945,500_to_1000,4_to_7,3,female,none,3,unknown,41,none,own,2,skilled,2,none,yes,Risk
0_to_200,18,prior_payments_delayed,retraining,4055,less_100,less_1,2,male,none,3,car_other,45,stores,own,1,skilled,1,none,yes,No Risk
no_checking,17,credits_paid_to_date,appliances,2795,100_to_500,1_to_4,3,female,none,3,savings_insurance,38,none,own,1,skilled,1,none,no,No Risk
no_checking,34,outstanding_credit,repairs,7405,500_to_1000,4_to_7,5,male,none,5,unknown,46,stores,own,1,unskilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,male,none,1,real_estate,22,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_used,264,less_100,less_1,2,male,none,1,real_estate,29,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,appliances,5928,100_to_500,greater_7,4,male,none,4,car_other,44,none,free,2,skilled,1,yes,yes,No Risk
no_checking,40,prior_payments_delayed,furniture,6032,500_to_1000,4_to_7,5,male,co-applicant,3,car_other,36,stores,own,2,unskilled,2,yes,yes,No Risk
greater_200,4,prior_payments_delayed,retraining,3248,less_100,4_to_7,3,male,none,4,car_other,27,none,free,1,management_self-employed,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_new,5869,100_to_500,4_to_7,3,female,none,2,car_other,38,none,own,2,skilled,2,yes,yes,Risk
less_0,11,all_credits_paid_back,furniture,250,less_100,less_1,1,male,none,2,real_estate,40,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,20,prior_payments_delayed,radio_tv,2295,500_to_1000,greater_7,4,male,none,3,savings_insurance,39,none,own,1,skilled,1,yes,yes,No Risk
no_checking,17,outstanding_credit,radio_tv,1818,greater_1000,4_to_7,3,male,none,4,car_other,41,none,own,1,skilled,1,none,yes,Risk
no_checking,36,prior_payments_delayed,radio_tv,8931,unknown,4_to_7,5,male,co-applicant,4,car_other,54,none,own,2,management_self-employed,2,yes,no,No Risk
no_checking,8,credits_paid_to_date,repairs,3106,100_to_500,1_to_4,3,male,none,4,savings_insurance,45,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,8,prior_payments_delayed,car_used,1714,500_to_1000,4_to_7,3,female,none,2,real_estate,41,none,own,2,skilled,1,yes,yes,No Risk
less_0,7,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,21,prior_payments_delayed,radio_tv,1782,less_100,4_to_7,2,male,none,2,savings_insurance,41,none,rent,1,skilled,1,none,yes,Risk
less_0,18,credits_paid_to_date,car_new,444,less_100,less_1,1,female,none,2,savings_insurance,19,stores,own,1,skilled,1,none,yes,No Risk
less_0,21,credits_paid_to_date,car_new,784,500_to_1000,1_to_4,3,male,none,1,savings_insurance,31,stores,own,2,skilled,1,none,yes,No Risk
no_checking,24,all_credits_paid_back,car_new,5311,less_100,1_to_4,4,male,none,3,savings_insurance,31,none,own,2,skilled,1,none,yes,No Risk
greater_200,31,prior_payments_delayed,business,4694,100_to_500,1_to_4,4,female,none,2,car_other,42,none,own,1,skilled,1,none,yes,Risk
no_checking,33,outstanding_credit,other,5253,greater_1000,greater_7,5,male,none,3,car_other,43,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,35,all_credits_paid_back,radio_tv,3278,less_100,4_to_7,3,male,none,1,car_other,37,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,18,prior_payments_delayed,radio_tv,4953,less_100,greater_7,4,male,none,4,unknown,31,none,own,1,skilled,1,none,yes,Risk
greater_200,39,prior_payments_delayed,appliances,8761,100_to_500,4_to_7,3,female,co-applicant,4,car_other,32,none,own,1,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,28,prior_payments_delayed,car_used,3942,100_to_500,4_to_7,4,male,none,3,savings_insurance,46,none,free,2,skilled,1,none,no,No Risk
less_0,16,credits_paid_to_date,car_new,250,less_100,unemployed,1,female,none,1,savings_insurance,22,stores,rent,1,skilled,1,yes,yes,No Risk
greater_200,19,all_credits_paid_back,car_new,3137,100_to_500,1_to_4,3,male,none,2,savings_insurance,31,none,own,2,skilled,2,none,yes,Risk
no_checking,24,prior_payments_delayed,appliances,6763,100_to_500,4_to_7,4,male,none,3,car_other,41,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,car_new,1950,500_to_1000,1_to_4,3,female,none,2,real_estate,32,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,less_1,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,28,credits_paid_to_date,radio_tv,2074,500_to_1000,4_to_7,2,male,none,3,savings_insurance,42,stores,own,2,unskilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,39,outstanding_credit,appliances,6277,unknown,greater_7,5,male,none,4,unknown,47,stores,own,3,unskilled,2,yes,yes,Risk
no_checking,25,prior_payments_delayed,appliances,1749,100_to_500,1_to_4,2,female,none,2,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,radio_tv,4505,less_100,1_to_4,3,male,none,2,car_other,37,none,own,2,skilled,1,none,yes,No Risk
no_checking,15,outstanding_credit,radio_tv,3722,100_to_500,4_to_7,4,male,none,4,car_other,32,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,50,outstanding_credit,repairs,9426,greater_1000,4_to_7,5,male,co-applicant,5,car_other,42,none,free,3,management_self-employed,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,576,100_to_500,unemployed,2,male,none,3,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,5060,500_to_1000,greater_7,5,male,none,5,car_other,44,none,own,2,skilled,1,none,yes,No Risk
no_checking,18,credits_paid_to_date,furniture,3366,100_to_500,1_to_4,4,male,none,4,real_estate,19,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,31,prior_payments_delayed,car_used,7864,100_to_500,greater_7,4,male,co-applicant,4,unknown,51,none,free,2,skilled,1,yes,yes,Risk
0_to_200,5,all_credits_paid_back,car_used,2994,100_to_500,4_to_7,3,male,none,2,real_estate,36,none,rent,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,furniture,4622,less_100,1_to_4,3,female,none,2,savings_insurance,35,none,own,1,skilled,1,none,yes,No Risk
no_checking,12,credits_paid_to_date,furniture,7114,less_100,1_to_4,3,male,none,3,savings_insurance,40,none,free,2,management_self-employed,1,none,yes,Risk
less_0,11,credits_paid_to_date,vacation,3765,100_to_500,unemployed,3,female,none,3,real_estate,34,none,rent,2,management_self-employed,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,2022,unknown,greater_7,4,female,none,4,unknown,32,bank,own,2,unemployed,1,yes,yes,Risk
0_to_200,25,prior_payments_delayed,business,3037,100_to_500,greater_7,4,male,none,4,savings_insurance,35,none,own,1,management_self-employed,1,none,yes,Risk
0_to_200,24,credits_paid_to_date,business,703,greater_1000,1_to_4,3,female,none,2,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,furniture,1395,less_100,4_to_7,3,male,none,2,car_other,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,outstanding_credit,radio_tv,5821,unknown,greater_7,5,male,co-applicant,5,car_other,51,none,own,2,skilled,2,none,yes,Risk
0_to_200,21,outstanding_credit,business,2900,100_to_500,1_to_4,4,male,none,3,unknown,49,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,16,all_credits_paid_back,furniture,250,less_100,1_to_4,3,female,none,2,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
0_to_200,35,prior_payments_delayed,car_used,2660,100_to_500,less_1,3,female,none,3,savings_insurance,29,none,rent,2,skilled,2,none,yes,No Risk
no_checking,39,prior_payments_delayed,repairs,6263,500_to_1000,greater_7,5,male,none,5,car_other,48,none,free,2,skilled,2,yes,yes,Risk
no_checking,27,prior_payments_delayed,appliances,5206,100_to_500,4_to_7,4,male,none,5,savings_insurance,38,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,250,500_to_1000,4_to_7,3,male,none,3,savings_insurance,44,none,own,2,skilled,2,none,yes,No Risk
less_0,12,no_credits,car_new,3147,less_100,less_1,1,male,none,2,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
greater_200,21,credits_paid_to_date,radio_tv,258,100_to_500,4_to_7,2,male,co-applicant,3,savings_insurance,39,bank,free,1,unemployed,1,yes,yes,Risk
greater_200,23,outstanding_credit,car_used,3415,greater_1000,greater_7,3,male,none,3,unknown,44,bank,own,2,unemployed,1,yes,yes,Risk
less_0,4,credits_paid_to_date,vacation,1576,less_100,less_1,2,female,none,2,car_other,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,4338,500_to_1000,4_to_7,4,male,none,4,car_other,48,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,17,credits_paid_to_date,radio_tv,6354,less_100,1_to_4,3,female,none,4,unknown,32,none,own,2,skilled,1,none,yes,Risk
greater_200,36,prior_payments_delayed,appliances,4390,100_to_500,4_to_7,3,male,none,3,car_other,40,none,free,2,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,furniture,6199,unknown,greater_7,5,male,co-applicant,4,unknown,52,none,free,2,skilled,2,yes,yes,Risk
no_checking,20,outstanding_credit,appliances,3437,unknown,greater_7,3,male,co-applicant,4,car_other,60,none,own,2,skilled,1,yes,yes,Risk
less_0,9,all_credits_paid_back,car_used,687,less_100,less_1,2,female,none,1,savings_insurance,31,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,22,outstanding_credit,furniture,2765,100_to_500,greater_7,4,male,none,2,unknown,40,none,own,1,skilled,2,yes,yes,No Risk
0_to_200,19,prior_payments_delayed,education,4181,100_to_500,4_to_7,4,male,none,2,car_other,35,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,retraining,4204,100_to_500,1_to_4,3,male,none,3,savings_insurance,37,none,own,1,management_self-employed,2,none,yes,No Risk
less_0,19,credits_paid_to_date,furniture,1722,less_100,less_1,2,female,none,3,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,car_used,2634,less_100,less_1,1,male,none,1,real_estate,23,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,furniture,8404,unknown,4_to_7,4,male,co-applicant,3,car_other,56,none,free,2,skilled,2,yes,yes,Risk
no_checking,12,credits_paid_to_date,car_used,2487,greater_1000,less_1,3,male,none,3,savings_insurance,45,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,5488,100_to_500,4_to_7,4,female,none,4,car_other,52,none,own,2,skilled,1,none,yes,Risk
no_checking,44,outstanding_credit,radio_tv,7689,unknown,greater_7,5,male,co-applicant,3,unknown,61,bank,own,3,unemployed,2,yes,yes,Risk
0_to_200,16,credits_paid_to_date,car_new,1370,less_100,less_1,3,male,none,3,car_other,31,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,6278,greater_1000,1_to_4,4,male,none,5,car_other,29,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,less_1,2,male,co-applicant,2,savings_insurance,31,stores,own,1,skilled,1,none,yes,No Risk
less_0,5,all_credits_paid_back,car_new,250,100_to_500,1_to_4,1,female,co-applicant,2,real_estate,31,stores,own,1,unskilled,1,yes,yes,No Risk
greater_200,26,credits_paid_to_date,furniture,3308,100_to_500,4_to_7,4,female,none,4,car_other,55,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,19,prior_payments_delayed,car_new,1904,less_100,1_to_4,2,male,none,2,savings_insurance,25,none,own,1,skilled,1,none,yes,Risk
no_checking,28,outstanding_credit,appliances,5069,500_to_1000,4_to_7,4,male,none,3,car_other,50,none,free,2,skilled,1,yes,yes,No Risk
less_0,17,credits_paid_to_date,car_new,2549,less_100,4_to_7,3,female,none,3,real_estate,37,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,furniture,4787,less_100,4_to_7,2,male,none,3,savings_insurance,32,none,own,2,skilled,1,none,no,No Risk
no_checking,15,all_credits_paid_back,car_new,322,500_to_1000,1_to_4,3,male,none,3,real_estate,48,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,2141,100_to_500,less_1,2,male,none,2,car_other,37,none,own,2,skilled,1,none,yes,No Risk
no_checking,22,credits_paid_to_date,radio_tv,3855,500_to_1000,greater_7,4,female,none,4,car_other,46,none,own,2,skilled,1,none,yes,Risk
no_checking,31,prior_payments_delayed,furniture,8220,100_to_500,greater_7,5,male,guarantor,5,car_other,56,stores,free,2,unskilled,2,yes,yes,Risk
no_checking,10,credits_paid_to_date,furniture,6084,100_to_500,4_to_7,2,male,none,3,savings_insurance,37,none,own,2,skilled,1,none,yes,Risk
0_to_200,23,credits_paid_to_date,furniture,4323,100_to_500,4_to_7,4,female,co-applicant,4,car_other,43,stores,own,2,unskilled,1,yes,yes,Risk
0_to_200,13,prior_payments_delayed,vacation,2742,less_100,4_to_7,2,male,none,3,savings_insurance,34,none,own,1,skilled,1,yes,yes,No Risk
no_checking,27,prior_payments_delayed,furniture,5494,100_to_500,greater_7,4,female,none,4,car_other,42,none,own,2,skilled,1,yes,yes,Risk
less_0,22,credits_paid_to_date,car_used,3233,less_100,unemployed,1,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,furniture,4480,less_100,less_1,2,female,none,3,car_other,36,none,own,2,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,retraining,1781,less_100,4_to_7,3,female,none,3,car_other,35,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,radio_tv,5890,500_to_1000,greater_7,3,male,none,3,savings_insurance,42,none,free,1,skilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,business,3745,less_100,4_to_7,4,male,none,2,savings_insurance,26,none,own,1,skilled,2,yes,yes,Risk
0_to_200,14,credits_paid_to_date,appliances,1980,less_100,4_to_7,2,male,none,2,real_estate,33,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,car_used,2894,greater_1000,greater_7,2,male,none,2,car_other,33,bank,own,1,unemployed,1,none,yes,Risk
greater_200,28,credits_paid_to_date,car_new,2761,500_to_1000,less_1,3,male,none,4,savings_insurance,37,none,rent,2,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,7621,500_to_1000,4_to_7,4,male,co-applicant,5,car_other,51,none,own,2,management_self-employed,1,none,yes,Risk
less_0,22,credits_paid_to_date,car_used,2801,less_100,less_1,3,female,none,2,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
0_to_200,9,prior_payments_delayed,car_new,3244,less_100,1_to_4,3,male,none,2,savings_insurance,23,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,18,credits_paid_to_date,car_used,2829,less_100,1_to_4,2,male,none,3,savings_insurance,30,none,rent,1,skilled,1,none,yes,Risk
no_checking,24,prior_payments_delayed,appliances,9361,100_to_500,4_to_7,4,male,co-applicant,3,unknown,44,none,own,2,skilled,1,yes,yes,Risk
0_to_200,32,credits_paid_to_date,car_used,3862,100_to_500,less_1,2,male,none,2,savings_insurance,24,bank,rent,1,unemployed,1,yes,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,1455,500_to_1000,4_to_7,3,male,none,3,savings_insurance,51,none,own,2,skilled,1,yes,yes,Risk
no_checking,29,outstanding_credit,furniture,6000,greater_1000,4_to_7,3,male,none,4,unknown,57,none,own,2,skilled,1,yes,yes,Risk
0_to_200,10,credits_paid_to_date,furniture,2190,less_100,4_to_7,3,male,co-applicant,3,car_other,44,none,free,1,skilled,1,yes,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,4756,unknown,4_to_7,4,male,none,3,savings_insurance,42,none,own,2,skilled,1,yes,yes,No Risk
no_checking,23,prior_payments_delayed,car_used,6572,100_to_500,1_to_4,3,female,none,4,unknown,52,none,own,2,skilled,1,none,yes,Risk
less_0,24,prior_payments_delayed,radio_tv,1964,500_to_1000,1_to_4,3,female,co-applicant,3,car_other,46,stores,own,1,unskilled,1,none,yes,Risk
no_checking,23,credits_paid_to_date,radio_tv,2881,100_to_500,less_1,2,female,none,2,savings_insurance,37,none,free,1,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,repairs,7744,unknown,greater_7,4,male,co-applicant,5,unknown,56,none,free,3,skilled,2,yes,yes,Risk
less_0,10,all_credits_paid_back,car_used,250,100_to_500,less_1,1,male,none,2,savings_insurance,36,none,rent,2,skilled,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,car_used,3139,less_100,less_1,2,female,none,1,car_other,30,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,4,no_credits,car_new,4488,less_100,unemployed,2,male,none,1,savings_insurance,39,none,own,2,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,repairs,9497,500_to_1000,greater_7,5,male,co-applicant,4,unknown,65,none,own,2,skilled,2,yes,yes,Risk
0_to_200,16,prior_payments_delayed,car_new,1680,100_to_500,less_1,3,male,none,2,savings_insurance,35,none,own,2,skilled,2,yes,yes,No Risk
less_0,12,all_credits_paid_back,furniture,1329,less_100,less_1,1,female,none,1,savings_insurance,34,stores,own,3,skilled,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,952,100_to_500,1_to_4,1,male,none,1,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,appliances,496,less_100,1_to_4,2,female,none,1,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,radio_tv,250,less_100,4_to_7,2,male,none,2,savings_insurance,19,stores,own,1,unskilled,1,none,yes,Risk
greater_200,26,prior_payments_delayed,business,6693,100_to_500,4_to_7,4,female,none,4,savings_insurance,39,stores,own,1,unskilled,1,yes,yes,No Risk
no_checking,32,outstanding_credit,repairs,5606,greater_1000,greater_7,4,male,co-applicant,3,car_other,32,none,own,1,skilled,2,yes,yes,Risk
less_0,25,credits_paid_to_date,furniture,1857,less_100,1_to_4,3,male,none,3,car_other,35,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,21,prior_payments_delayed,radio_tv,4264,100_to_500,4_to_7,4,female,guarantor,3,savings_insurance,58,none,free,2,skilled,2,yes,yes,Risk
0_to_200,28,credits_paid_to_date,furniture,3300,less_100,less_1,3,male,none,4,real_estate,29,none,own,2,skilled,1,none,yes,No Risk
greater_200,25,outstanding_credit,car_used,1598,500_to_1000,4_to_7,3,female,none,2,savings_insurance,42,none,free,1,skilled,2,yes,yes,No Risk
less_0,10,credits_paid_to_date,vacation,2129,less_100,less_1,1,female,none,2,savings_insurance,27,none,own,1,skilled,1,none,yes,No Risk
0_to_200,24,credits_paid_to_date,radio_tv,1917,less_100,4_to_7,2,male,none,2,car_other,27,none,rent,1,skilled,1,yes,yes,No Risk
less_0,8,prior_payments_delayed,car_new,3793,less_100,1_to_4,2,male,co-applicant,3,car_other,37,bank,own,1,unemployed,1,yes,yes,No Risk
0_to_200,16,credits_paid_to_date,car_new,250,500_to_1000,4_to_7,1,female,none,3,real_estate,32,stores,own,1,unskilled,1,none,yes,No Risk
less_0,18,no_credits,vacation,293,less_100,less_1,1,female,none,1,savings_insurance,24,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,37,prior_payments_delayed,business,861,100_to_500,1_to_4,3,female,none,1,car_other,36,stores,own,2,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,car_used,4712,100_to_500,4_to_7,4,female,none,4,savings_insurance,50,none,own,2,skilled,1,yes,yes,Risk
less_0,8,all_credits_paid_back,appliances,250,less_100,1_to_4,2,male,none,2,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,39,credits_paid_to_date,car_used,7691,500_to_1000,greater_7,5,male,co-applicant,4,car_other,41,stores,own,2,unskilled,2,none,yes,No Risk
less_0,4,all_credits_paid_back,repairs,917,less_100,unemployed,1,male,co-applicant,1,savings_insurance,40,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,25,outstanding_credit,appliances,2992,500_to_1000,4_to_7,3,male,none,2,car_other,41,none,own,2,skilled,1,none,no,No Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,less_1,1,male,none,2,real_estate,32,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,5355,100_to_500,1_to_4,2,female,none,2,unknown,48,none,own,2,skilled,1,yes,yes,Risk
greater_200,4,prior_payments_delayed,furniture,400,less_100,1_to_4,2,female,none,3,savings_insurance,35,none,own,1,skilled,1,none,yes,No Risk
greater_200,21,outstanding_credit,appliances,4943,100_to_500,4_to_7,4,female,none,4,unknown,49,none,own,1,skilled,1,none,yes,No Risk
less_0,9,credits_paid_to_date,car_new,2421,less_100,1_to_4,3,female,none,2,savings_insurance,32,none,own,2,skilled,1,none,yes,No Risk
less_0,23,prior_payments_delayed,furniture,7095,less_100,1_to_4,4,female,none,3,car_other,40,none,own,2,skilled,2,none,yes,No Risk
no_checking,28,outstanding_credit,vacation,6885,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,40,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,26,outstanding_credit,furniture,8166,greater_1000,greater_7,5,female,co-applicant,4,unknown,56,none,own,2,skilled,1,none,no,Risk
0_to_200,4,all_credits_paid_back,education,250,less_100,less_1,2,male,none,2,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,1,savings_insurance,39,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,23,outstanding_credit,car_used,1968,500_to_1000,1_to_4,3,female,none,3,real_estate,34,none,own,1,skilled,2,none,yes,No Risk
less_0,30,credits_paid_to_date,appliances,2490,less_100,1_to_4,3,male,none,3,car_other,28,none,own,2,skilled,1,yes,yes,No Risk
less_0,16,credits_paid_to_date,car_new,250,less_100,4_to_7,3,female,co-applicant,1,savings_insurance,47,stores,own,1,unskilled,1,none,yes,No Risk
greater_200,21,prior_payments_delayed,retraining,6692,less_100,1_to_4,4,female,none,4,car_other,37,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,37,outstanding_credit,radio_tv,5449,unknown,1_to_4,3,male,none,4,savings_insurance,32,none,free,2,skilled,2,yes,yes,Risk
no_checking,27,prior_payments_delayed,furniture,6758,500_to_1000,greater_7,4,male,co-applicant,4,car_other,52,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_used,250,less_100,less_1,2,female,none,1,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
0_to_200,36,credits_paid_to_date,appliances,7469,less_100,1_to_4,3,male,none,4,car_other,29,none,own,1,skilled,2,none,yes,No Risk
greater_200,4,prior_payments_delayed,repairs,1289,less_100,1_to_4,3,female,co-applicant,4,real_estate,50,none,own,1,skilled,1,yes,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,4216,greater_1000,4_to_7,3,female,co-applicant,4,savings_insurance,43,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,25,prior_payments_delayed,car_used,3290,100_to_500,1_to_4,3,male,none,3,real_estate,23,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,32,credits_paid_to_date,other,2909,greater_1000,4_to_7,4,female,none,3,car_other,35,none,own,2,skilled,2,yes,yes,No Risk
less_0,27,credits_paid_to_date,retraining,250,100_to_500,1_to_4,1,female,none,1,car_other,19,stores,rent,1,unskilled,1,none,yes,Risk
greater_200,22,outstanding_credit,car_used,6289,500_to_1000,4_to_7,3,male,none,3,car_other,40,none,own,3,skilled,1,yes,yes,Risk
no_checking,10,credits_paid_to_date,car_new,1586,less_100,1_to_4,2,male,none,4,real_estate,51,none,rent,1,management_self-employed,1,yes,yes,No Risk
no_checking,36,outstanding_credit,retraining,10279,500_to_1000,greater_7,5,male,co-applicant,4,car_other,50,none,free,2,management_self-employed,2,yes,yes,Risk
greater_200,23,prior_payments_delayed,repairs,4526,greater_1000,greater_7,4,male,none,4,car_other,32,stores,own,2,unskilled,1,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,100_to_500,less_1,2,male,none,2,savings_insurance,20,none,own,2,skilled,1,none,yes,No Risk
0_to_200,12,credits_paid_to_date,vacation,3189,500_to_1000,4_to_7,3,female,co-applicant,1,savings_insurance,34,bank,own,2,unemployed,1,none,yes,Risk
less_0,20,prior_payments_delayed,retraining,1466,less_100,less_1,3,female,none,2,car_other,24,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,furniture,2571,500_to_1000,4_to_7,3,female,none,2,car_other,38,none,own,2,skilled,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,furniture,2947,greater_1000,1_to_4,3,female,none,3,real_estate,33,none,own,1,skilled,1,none,yes,No Risk
greater_200,10,prior_payments_delayed,vacation,362,greater_1000,1_to_4,3,male,none,2,real_estate,19,none,rent,1,management_self-employed,2,none,yes,No Risk
less_0,29,credits_paid_to_date,furniture,2440,less_100,4_to_7,3,male,none,3,savings_insurance,39,none,own,1,skilled,1,yes,yes,Risk
no_checking,20,credits_paid_to_date,car_new,6065,greater_1000,1_to_4,3,female,none,2,savings_insurance,36,none,own,2,skilled,1,none,no,No Risk
no_checking,44,prior_payments_delayed,radio_tv,6100,500_to_1000,greater_7,5,male,co-applicant,5,savings_insurance,52,none,free,2,skilled,1,yes,yes,Risk
less_0,5,prior_payments_delayed,car_new,480,100_to_500,1_to_4,1,female,co-applicant,2,savings_insurance,40,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,radio_tv,5493,100_to_500,1_to_4,2,male,none,3,unknown,44,none,own,1,skilled,2,yes,no,No Risk
less_0,4,all_credits_paid_back,appliances,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,furniture,2664,less_100,1_to_4,2,male,none,3,car_other,40,none,rent,1,skilled,1,none,yes,Risk
no_checking,16,credits_paid_to_date,car_new,2467,100_to_500,1_to_4,3,male,none,3,car_other,37,none,rent,1,skilled,1,yes,yes,No Risk
0_to_200,16,credits_paid_to_date,repairs,5187,less_100,4_to_7,4,male,none,4,unknown,36,none,own,1,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,car_new,632,100_to_500,1_to_4,1,female,co-applicant,2,real_estate,24,stores,own,1,skilled,1,none,yes,No Risk
greater_200,35,all_credits_paid_back,business,4231,500_to_1000,1_to_4,4,female,none,2,savings_insurance,29,none,own,1,skilled,1,none,yes,Risk
0_to_200,20,credits_paid_to_date,car_new,250,greater_1000,4_to_7,3,female,none,3,savings_insurance,20,stores,rent,1,skilled,1,none,yes,Risk
less_0,14,all_credits_paid_back,vacation,1886,less_100,4_to_7,2,female,none,2,real_estate,32,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,radio_tv,3299,greater_1000,4_to_7,4,female,none,3,car_other,57,none,free,2,skilled,2,yes,yes,Risk
0_to_200,29,outstanding_credit,car_used,2750,100_to_500,4_to_7,4,male,none,3,unknown,39,bank,own,1,unemployed,1,yes,yes,Risk
less_0,12,all_credits_paid_back,appliances,532,less_100,less_1,1,male,none,1,car_other,20,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,51,outstanding_credit,radio_tv,9470,greater_1000,greater_7,5,male,co-applicant,3,unknown,51,none,free,2,skilled,2,yes,yes,Risk
no_checking,17,credits_paid_to_date,car_new,4252,100_to_500,less_1,2,male,none,2,car_other,36,none,free,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,4430,unknown,less_1,2,female,none,2,car_other,49,none,rent,2,skilled,1,none,yes,No Risk
less_0,8,all_credits_paid_back,vacation,250,100_to_500,1_to_4,2,female,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,retraining,7089,greater_1000,greater_7,5,male,co-applicant,4,car_other,44,stores,free,3,unskilled,2,yes,yes,No Risk
no_checking,8,credits_paid_to_date,car_used,376,less_100,1_to_4,3,female,none,3,real_estate,26,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,vacation,7651,unknown,greater_7,4,male,co-applicant,3,car_other,46,none,own,2,skilled,2,yes,yes,Risk
0_to_200,9,prior_payments_delayed,furniture,250,less_100,less_1,1,male,none,3,savings_insurance,31,none,own,1,skilled,1,yes,yes,No Risk
greater_200,30,prior_payments_delayed,car_used,4577,100_to_500,1_to_4,4,female,none,3,savings_insurance,35,none,own,2,skilled,2,none,yes,No Risk
no_checking,34,prior_payments_delayed,appliances,6096,500_to_1000,greater_7,5,female,none,5,car_other,40,none,own,2,skilled,1,none,yes,Risk
0_to_200,16,credits_paid_to_date,vacation,5118,less_100,4_to_7,4,male,none,4,unknown,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,business,6764,unknown,greater_7,4,male,none,3,unknown,58,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,20,credits_paid_to_date,appliances,3526,500_to_1000,1_to_4,3,male,none,3,car_other,39,none,rent,1,skilled,1,yes,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,3980,500_to_1000,greater_7,5,female,none,5,unknown,39,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,23,outstanding_credit,business,3752,100_to_500,less_1,3,male,none,4,savings_insurance,34,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,982,less_100,less_1,2,male,none,1,real_estate,20,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,business,4926,100_to_500,1_to_4,4,male,none,3,savings_insurance,40,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,48,outstanding_credit,radio_tv,7897,greater_1000,4_to_7,5,female,co-applicant,3,unknown,58,bank,own,2,unemployed,2,yes,yes,No Risk
no_checking,40,outstanding_credit,radio_tv,7251,greater_1000,greater_7,5,male,co-applicant,4,unknown,55,none,free,2,skilled,2,yes,yes,Risk
0_to_200,4,prior_payments_delayed,vacation,1549,less_100,1_to_4,2,female,none,3,real_estate,28,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,21,prior_payments_delayed,repairs,2219,less_100,1_to_4,3,male,none,2,savings_insurance,26,none,own,1,skilled,1,none,yes,Risk
less_0,6,all_credits_paid_back,education,4520,less_100,4_to_7,3,female,co-applicant,3,car_other,36,none,own,2,skilled,1,yes,yes,Risk
no_checking,26,prior_payments_delayed,furniture,6497,greater_1000,1_to_4,4,male,none,5,car_other,40,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,11,credits_paid_to_date,car_used,3402,less_100,1_to_4,3,female,none,3,car_other,25,none,rent,1,skilled,1,none,yes,Risk
no_checking,40,outstanding_credit,repairs,8741,greater_1000,greater_7,4,male,co-applicant,3,car_other,55,none,free,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,education,792,less_100,1_to_4,2,female,none,2,car_other,31,stores,own,1,skilled,1,none,yes,No Risk
greater_200,20,outstanding_credit,radio_tv,4237,100_to_500,4_to_7,4,female,none,4,car_other,47,none,own,1,skilled,1,none,yes,No Risk
0_to_200,6,all_credits_paid_back,car_used,250,less_100,4_to_7,3,female,none,1,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
less_0,12,credits_paid_to_date,furniture,1288,less_100,less_1,3,female,none,3,car_other,34,none,rent,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,repairs,724,less_100,4_to_7,3,male,none,3,real_estate,33,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,33,outstanding_credit,furniture,5674,unknown,greater_7,3,female,none,3,unknown,44,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,14,prior_payments_delayed,radio_tv,6774,100_to_500,4_to_7,4,female,none,3,car_other,32,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,61,outstanding_credit,education,7646,unknown,greater_7,6,male,co-applicant,3,unknown,49,none,free,2,skilled,2,yes,yes,Risk
0_to_200,10,credits_paid_to_date,car_new,2154,less_100,4_to_7,3,female,none,2,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,appliances,5671,unknown,1_to_4,4,male,none,5,car_other,41,none,own,2,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,education,1741,less_100,less_1,3,male,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,vacation,250,100_to_500,4_to_7,3,female,none,1,real_estate,19,none,own,2,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,repairs,6178,unknown,greater_7,5,male,co-applicant,5,unknown,53,none,free,2,skilled,2,yes,yes,Risk
0_to_200,13,credits_paid_to_date,car_used,2923,less_100,1_to_4,3,female,none,2,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,44,outstanding_credit,retraining,7422,greater_1000,4_to_7,4,female,none,4,car_other,46,none,own,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,250,100_to_500,1_to_4,2,female,none,2,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,furniture,5116,100_to_500,4_to_7,3,male,none,3,savings_insurance,43,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,29,outstanding_credit,radio_tv,2078,100_to_500,4_to_7,4,male,none,4,savings_insurance,27,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,3073,less_100,1_to_4,2,male,none,2,car_other,34,none,rent,1,skilled,1,none,yes,No Risk
greater_200,10,credits_paid_to_date,furniture,3176,less_100,less_1,2,female,none,2,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,education,4385,500_to_1000,1_to_4,4,male,none,3,car_other,42,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,30,outstanding_credit,other,5566,unknown,1_to_4,4,male,none,4,unknown,51,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,17,credits_paid_to_date,vacation,1984,less_100,less_1,3,female,none,2,car_other,35,none,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,2043,less_100,unemployed,2,female,none,2,savings_insurance,26,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,31,all_credits_paid_back,car_used,3845,greater_1000,1_to_4,3,male,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,2178,500_to_1000,4_to_7,3,female,none,3,car_other,42,none,own,1,unskilled,1,none,yes,Risk
0_to_200,25,prior_payments_delayed,radio_tv,4662,less_100,1_to_4,2,male,none,3,unknown,30,none,own,2,skilled,1,none,yes,Risk
no_checking,24,prior_payments_delayed,radio_tv,3604,100_to_500,4_to_7,3,female,none,4,savings_insurance,38,bank,own,2,unskilled,1,none,no,No Risk
0_to_200,16,credits_paid_to_date,car_used,3963,less_100,less_1,3,male,none,3,savings_insurance,30,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,21,credits_paid_to_date,furniture,2749,less_100,unemployed,2,female,none,3,savings_insurance,22,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,radio_tv,2763,100_to_500,1_to_4,3,male,none,3,savings_insurance,32,none,own,2,skilled,2,none,yes,No Risk
no_checking,25,outstanding_credit,appliances,4075,unknown,4_to_7,3,male,none,4,car_other,36,stores,own,1,unskilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,radio_tv,3576,less_100,4_to_7,3,male,none,2,car_other,31,none,rent,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,appliances,250,100_to_500,1_to_4,2,female,none,2,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,vacation,4297,500_to_1000,1_to_4,3,female,none,2,car_other,34,bank,own,1,unemployed,1,none,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,less_1,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,radio_tv,5774,500_to_1000,greater_7,3,male,guarantor,5,savings_insurance,48,none,free,1,skilled,1,yes,yes,Risk
greater_200,12,prior_payments_delayed,radio_tv,2196,100_to_500,4_to_7,4,female,none,3,car_other,40,none,free,1,skilled,2,yes,yes,No Risk
no_checking,29,outstanding_credit,appliances,7765,500_to_1000,greater_7,5,male,co-applicant,4,unknown,48,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,29,credits_paid_to_date,furniture,250,less_100,4_to_7,1,male,co-applicant,3,savings_insurance,38,bank,own,1,unemployed,1,yes,yes,Risk
no_checking,24,prior_payments_delayed,radio_tv,4059,100_to_500,greater_7,4,male,guarantor,3,unknown,60,none,free,3,skilled,1,yes,no,Risk
0_to_200,30,outstanding_credit,vacation,9076,100_to_500,greater_7,4,male,none,3,unknown,30,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,37,outstanding_credit,radio_tv,4532,greater_1000,4_to_7,4,male,none,3,savings_insurance,45,none,own,2,skilled,1,yes,yes,No Risk
less_0,20,credits_paid_to_date,car_used,250,less_100,1_to_4,1,female,none,2,real_estate,20,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,car_new,3523,less_100,1_to_4,3,male,co-applicant,4,real_estate,33,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,3,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,radio_tv,3142,less_100,1_to_4,3,male,none,2,real_estate,40,none,own,2,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,furniture,4521,500_to_1000,4_to_7,3,female,none,4,unknown,39,none,own,1,skilled,1,yes,yes,Risk
0_to_200,15,credits_paid_to_date,furniture,2463,500_to_1000,1_to_4,1,male,none,2,savings_insurance,33,none,own,2,skilled,1,none,yes,Risk
less_0,5,credits_paid_to_date,appliances,250,less_100,4_to_7,3,male,none,3,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,28,outstanding_credit,appliances,7136,greater_1000,4_to_7,4,male,none,3,unknown,51,none,own,2,skilled,2,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,12,all_credits_paid_back,furniture,1293,less_100,less_1,1,female,none,1,real_estate,29,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,21,outstanding_credit,furniture,5588,500_to_1000,4_to_7,4,male,none,3,car_other,37,none,own,2,skilled,1,none,yes,Risk
no_checking,43,outstanding_credit,repairs,6401,greater_1000,4_to_7,3,male,co-applicant,3,savings_insurance,44,none,free,2,skilled,1,yes,yes,No Risk
no_checking,32,all_credits_paid_back,furniture,1317,100_to_500,less_1,3,male,none,3,savings_insurance,26,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,21,credits_paid_to_date,radio_tv,1576,greater_1000,4_to_7,3,male,none,2,real_estate,44,none,own,2,skilled,1,none,yes,No Risk
less_0,18,credits_paid_to_date,furniture,250,less_100,less_1,1,female,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,46,outstanding_credit,repairs,6433,500_to_1000,greater_7,4,male,guarantor,5,car_other,52,none,free,2,skilled,1,yes,yes,Risk
no_checking,22,credits_paid_to_date,car_new,6286,500_to_1000,4_to_7,4,female,none,3,car_other,38,none,own,2,skilled,1,none,yes,Risk
0_to_200,32,credits_paid_to_date,appliances,2481,greater_1000,greater_7,3,male,none,3,unknown,41,none,rent,1,skilled,1,none,yes,Risk
no_checking,26,prior_payments_delayed,radio_tv,4660,100_to_500,1_to_4,4,male,none,3,car_other,40,none,free,2,management_self-employed,1,yes,yes,No Risk
less_0,22,prior_payments_delayed,radio_tv,4522,greater_1000,4_to_7,3,male,none,3,unknown,35,stores,rent,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
greater_200,31,prior_payments_delayed,furniture,5197,500_to_1000,less_1,3,female,guarantor,4,savings_insurance,48,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,250,100_to_500,4_to_7,2,female,none,2,savings_insurance,21,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,2349,100_to_500,less_1,2,male,none,3,savings_insurance,31,none,own,1,skilled,2,none,yes,No Risk
0_to_200,31,credits_paid_to_date,radio_tv,250,greater_1000,1_to_4,3,male,none,3,car_other,31,stores,own,1,skilled,1,yes,yes,Risk
greater_200,38,prior_payments_delayed,appliances,9121,500_to_1000,1_to_4,3,male,none,4,car_other,41,none,own,2,skilled,1,none,yes,No Risk
0_to_200,10,prior_payments_delayed,car_new,2165,less_100,4_to_7,2,male,none,1,car_other,34,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,23,outstanding_credit,business,2995,500_to_1000,4_to_7,4,female,none,3,unknown,42,none,rent,1,skilled,1,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,car_new,250,less_100,4_to_7,1,male,none,1,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,furniture,5361,100_to_500,1_to_4,3,male,none,2,car_other,37,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,16,credits_paid_to_date,car_used,993,500_to_1000,less_1,2,male,none,2,car_other,27,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,1401,less_100,1_to_4,2,female,none,2,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,vacation,4311,500_to_1000,greater_7,5,male,none,3,savings_insurance,27,none,own,2,skilled,1,none,yes,No Risk
no_checking,44,prior_payments_delayed,other,9542,unknown,greater_7,4,female,co-applicant,4,unknown,55,none,own,2,skilled,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,less_1,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,radio_tv,7180,greater_1000,greater_7,4,male,co-applicant,3,unknown,59,none,free,2,skilled,2,yes,yes,Risk
no_checking,23,prior_payments_delayed,car_used,2750,unknown,greater_7,4,female,guarantor,3,real_estate,44,none,free,1,skilled,1,yes,yes,Risk
less_0,24,credits_paid_to_date,furniture,2601,500_to_1000,less_1,2,male,none,1,car_other,27,stores,own,2,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,3108,unknown,greater_7,3,male,none,4,savings_insurance,49,bank,own,2,unemployed,1,none,yes,No Risk
no_checking,50,outstanding_credit,radio_tv,5633,greater_1000,4_to_7,4,female,none,3,car_other,43,stores,own,2,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,furniture,1634,100_to_500,1_to_4,2,female,none,2,savings_insurance,35,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,appliances,5470,500_to_1000,4_to_7,3,male,none,4,unknown,47,none,own,1,skilled,1,none,yes,No Risk
less_0,21,credits_paid_to_date,car_used,250,less_100,unemployed,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,30,credits_paid_to_date,business,5761,less_100,1_to_4,3,female,none,2,car_other,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,car_used,1367,500_to_1000,1_to_4,2,male,none,3,savings_insurance,45,none,rent,1,management_self-employed,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_new,1300,less_100,1_to_4,3,female,none,2,real_estate,42,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,7,all_credits_paid_back,vacation,554,less_100,1_to_4,2,male,none,2,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,repairs,7862,unknown,4_to_7,3,male,co-applicant,4,unknown,43,none,free,3,skilled,2,yes,yes,Risk
0_to_200,12,credits_paid_to_date,car_new,3341,less_100,1_to_4,2,male,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,435,less_100,less_1,2,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,28,outstanding_credit,furniture,3355,100_to_500,4_to_7,4,female,none,3,savings_insurance,37,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,radio_tv,6334,500_to_1000,4_to_7,3,female,none,3,car_other,51,none,own,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,8067,100_to_500,4_to_7,4,female,none,3,unknown,51,none,free,2,skilled,1,yes,yes,Risk
no_checking,22,prior_payments_delayed,furniture,3377,100_to_500,1_to_4,4,male,none,4,car_other,38,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,vacation,6367,500_to_1000,greater_7,4,male,co-applicant,3,unknown,58,none,free,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,repairs,250,less_100,1_to_4,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,9,credits_paid_to_date,furniture,250,less_100,4_to_7,3,female,none,1,savings_insurance,39,stores,own,1,skilled,1,yes,yes,No Risk
less_0,9,prior_payments_delayed,car_used,2376,less_100,1_to_4,2,male,none,3,savings_insurance,41,bank,rent,2,unskilled,1,none,yes,Risk
less_0,8,credits_paid_to_date,car_new,789,less_100,4_to_7,3,male,none,3,savings_insurance,35,none,own,2,skilled,1,yes,yes,No Risk
no_checking,15,outstanding_credit,education,1921,100_to_500,1_to_4,3,male,co-applicant,4,car_other,39,none,free,1,skilled,1,yes,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,6710,unknown,1_to_4,3,male,none,3,unknown,41,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,50,outstanding_credit,other,7611,greater_1000,greater_7,4,male,co-applicant,4,car_other,52,none,free,2,skilled,1,yes,yes,Risk
no_checking,39,prior_payments_delayed,appliances,6320,500_to_1000,4_to_7,4,male,none,4,car_other,47,stores,rent,3,unskilled,2,yes,yes,Risk
no_checking,8,credits_paid_to_date,car_used,5304,500_to_1000,4_to_7,3,male,none,4,savings_insurance,40,stores,own,2,unskilled,1,none,yes,Risk
less_0,22,credits_paid_to_date,furniture,3237,500_to_1000,1_to_4,3,male,none,2,real_estate,39,bank,rent,2,unskilled,1,none,yes,No Risk
no_checking,13,outstanding_credit,radio_tv,2191,100_to_500,1_to_4,2,male,none,4,car_other,43,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,33,outstanding_credit,radio_tv,3577,500_to_1000,greater_7,4,male,guarantor,3,unknown,45,stores,free,1,unskilled,1,yes,yes,No Risk
less_0,15,credits_paid_to_date,furniture,250,less_100,4_to_7,3,female,none,1,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,20,prior_payments_delayed,radio_tv,1475,less_100,1_to_4,3,male,none,3,car_other,29,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,5664,500_to_1000,1_to_4,4,female,none,4,car_other,38,none,own,1,skilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,furniture,3250,100_to_500,less_1,1,male,none,2,real_estate,30,bank,rent,2,unemployed,1,yes,yes,No Risk
no_checking,35,prior_payments_delayed,furniture,3103,500_to_1000,4_to_7,3,female,none,3,car_other,37,none,free,2,skilled,2,yes,yes,Risk
no_checking,25,all_credits_paid_back,radio_tv,5900,100_to_500,4_to_7,3,male,none,2,car_other,42,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,18,prior_payments_delayed,radio_tv,4010,unknown,4_to_7,3,male,none,3,unknown,34,stores,rent,1,unskilled,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,car_used,4425,unknown,4_to_7,4,female,none,3,car_other,59,none,own,3,skilled,2,yes,yes,Risk
no_checking,32,prior_payments_delayed,appliances,8102,100_to_500,4_to_7,5,male,co-applicant,5,savings_insurance,47,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,35,credits_paid_to_date,car_used,5521,100_to_500,1_to_4,2,male,none,3,car_other,38,none,own,2,skilled,1,none,yes,No Risk
no_checking,27,all_credits_paid_back,radio_tv,3181,less_100,4_to_7,3,male,none,3,savings_insurance,33,none,own,1,skilled,2,none,yes,Risk
no_checking,29,prior_payments_delayed,education,5940,500_to_1000,4_to_7,5,male,none,5,car_other,41,none,own,2,management_self-employed,1,none,yes,No Risk
greater_200,8,credits_paid_to_date,car_new,250,500_to_1000,1_to_4,2,male,none,2,savings_insurance,22,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,31,outstanding_credit,other,9225,500_to_1000,greater_7,4,male,co-applicant,3,unknown,50,none,own,2,skilled,1,yes,yes,Risk
greater_200,24,credits_paid_to_date,radio_tv,3837,100_to_500,4_to_7,2,male,none,3,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,furniture,3772,less_100,1_to_4,3,male,none,3,unknown,30,none,own,1,skilled,2,yes,yes,No Risk
less_0,18,credits_paid_to_date,car_new,250,greater_1000,4_to_7,1,female,none,2,savings_insurance,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,41,prior_payments_delayed,education,7110,unknown,greater_7,5,male,co-applicant,5,unknown,64,none,free,2,skilled,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,radio_tv,250,100_to_500,1_to_4,2,female,none,2,savings_insurance,21,none,own,2,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,retraining,4158,less_100,less_1,2,female,none,3,savings_insurance,33,none,rent,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,5460,greater_1000,4_to_7,4,female,none,3,unknown,46,none,own,3,skilled,2,yes,yes,Risk
less_0,19,all_credits_paid_back,car_used,1682,100_to_500,4_to_7,3,male,none,3,real_estate,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,radio_tv,5468,100_to_500,1_to_4,4,male,none,4,savings_insurance,39,none,rent,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,7890,greater_1000,4_to_7,5,male,co-applicant,5,unknown,50,none,free,2,management_self-employed,1,yes,no,Risk
greater_200,20,credits_paid_to_date,furniture,2670,less_100,1_to_4,3,female,none,4,real_estate,35,none,own,1,skilled,1,none,yes,No Risk
0_to_200,30,credits_paid_to_date,furniture,2249,100_to_500,less_1,3,male,none,3,savings_insurance,33,none,own,1,skilled,1,yes,yes,Risk
less_0,8,all_credits_paid_back,education,1191,less_100,1_to_4,2,female,none,2,car_other,36,none,own,1,skilled,1,none,yes,Risk
no_checking,29,all_credits_paid_back,repairs,3972,100_to_500,4_to_7,4,female,none,4,car_other,39,none,own,2,skilled,2,yes,yes,Risk
no_checking,62,outstanding_credit,other,7523,unknown,greater_7,5,male,co-applicant,4,unknown,36,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,27,prior_payments_delayed,radio_tv,5395,100_to_500,4_to_7,4,female,none,3,car_other,46,stores,own,1,unskilled,1,yes,no,No Risk
no_checking,38,prior_payments_delayed,repairs,4109,greater_1000,greater_7,5,male,none,5,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
less_0,8,all_credits_paid_back,car_used,2225,less_100,1_to_4,3,female,none,3,car_other,31,bank,rent,1,unemployed,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,100_to_500,1_to_4,2,female,none,2,real_estate,33,bank,rent,1,unemployed,1,none,yes,No Risk
greater_200,22,credits_paid_to_date,radio_tv,4725,greater_1000,1_to_4,3,male,guarantor,3,car_other,48,none,free,2,skilled,1,yes,yes,No Risk
no_checking,22,credits_paid_to_date,furniture,7569,greater_1000,4_to_7,3,female,none,4,unknown,54,stores,rent,2,unskilled,2,none,yes,Risk
less_0,18,credits_paid_to_date,furniture,2503,less_100,1_to_4,3,male,none,1,real_estate,22,none,own,1,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,appliances,4713,500_to_1000,1_to_4,3,male,none,3,car_other,32,none,own,2,skilled,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_used,261,less_100,unemployed,2,female,none,1,real_estate,20,none,rent,2,skilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,retraining,1914,100_to_500,greater_7,3,male,none,4,real_estate,34,none,own,1,skilled,1,none,no,No Risk
less_0,27,credits_paid_to_date,car_used,1262,less_100,1_to_4,3,female,none,2,real_estate,22,bank,rent,1,unemployed,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,education,2371,less_100,less_1,2,female,none,3,real_estate,22,none,own,2,management_self-employed,1,none,yes,Risk
0_to_200,25,credits_paid_to_date,appliances,6088,less_100,4_to_7,4,female,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,5943,100_to_500,1_to_4,4,female,none,4,car_other,36,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,32,credits_paid_to_date,business,2984,500_to_1000,1_to_4,4,male,none,2,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
0_to_200,9,no_credits,car_new,250,less_100,1_to_4,2,male,none,2,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
0_to_200,32,outstanding_credit,furniture,5884,100_to_500,greater_7,4,male,none,4,car_other,38,stores,own,2,unskilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,radio_tv,250,less_100,less_1,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,none,1,savings_insurance,29,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,9,credits_paid_to_date,car_used,5149,500_to_1000,1_to_4,4,male,none,4,car_other,32,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,12,prior_payments_delayed,car_used,1056,less_100,4_to_7,2,male,none,2,car_other,39,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,appliances,250,less_100,1_to_4,3,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,21,prior_payments_delayed,car_used,2398,500_to_1000,1_to_4,2,female,none,1,savings_insurance,27,stores,own,1,skilled,1,none,yes,No Risk
less_0,5,prior_payments_delayed,car_used,250,less_100,1_to_4,2,female,none,1,savings_insurance,38,none,rent,1,skilled,1,none,yes,No Risk
no_checking,43,outstanding_credit,repairs,7339,greater_1000,greater_7,4,male,co-applicant,4,car_other,51,stores,free,2,skilled,2,yes,yes,Risk
0_to_200,5,prior_payments_delayed,furniture,3346,less_100,1_to_4,2,male,none,3,savings_insurance,26,stores,own,1,skilled,1,yes,yes,Risk
no_checking,28,outstanding_credit,repairs,7375,500_to_1000,4_to_7,5,male,none,3,unknown,53,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,27,prior_payments_delayed,business,8206,100_to_500,4_to_7,4,female,none,3,savings_insurance,47,none,free,2,skilled,1,yes,yes,Risk
no_checking,25,outstanding_credit,furniture,7469,unknown,greater_7,4,male,co-applicant,3,car_other,54,none,free,2,skilled,2,yes,yes,Risk
greater_200,17,credits_paid_to_date,retraining,490,500_to_1000,1_to_4,3,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_used,250,less_100,1_to_4,3,female,none,3,real_estate,35,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,2851,100_to_500,less_1,3,male,none,2,car_other,38,none,own,2,skilled,1,yes,yes,No Risk
less_0,15,credits_paid_to_date,vacation,2104,less_100,less_1,2,male,none,2,real_estate,31,none,own,2,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,co-applicant,2,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,30,credits_paid_to_date,radio_tv,3094,100_to_500,1_to_4,2,male,none,3,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,appliances,7061,500_to_1000,greater_7,5,male,none,5,unknown,48,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,37,prior_payments_delayed,other,7536,unknown,4_to_7,4,female,none,4,unknown,52,none,own,2,skilled,1,none,yes,Risk
0_to_200,36,prior_payments_delayed,business,3152,100_to_500,1_to_4,4,male,none,3,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,22,outstanding_credit,car_used,3415,100_to_500,greater_7,2,male,none,2,car_other,37,bank,own,1,unemployed,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,less_1,2,female,none,1,savings_insurance,19,bank,own,1,unemployed,1,none,yes,No Risk
0_to_200,13,all_credits_paid_back,furniture,3459,100_to_500,less_1,3,male,none,3,savings_insurance,29,none,own,2,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,furniture,4496,less_100,1_to_4,3,male,none,3,savings_insurance,32,none,own,1,skilled,1,yes,yes,No Risk
no_checking,36,outstanding_credit,radio_tv,5553,unknown,greater_7,5,male,co-applicant,4,car_other,57,none,free,2,skilled,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,1_to_4,2,female,none,1,real_estate,22,stores,own,1,unskilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,furniture,4850,less_100,1_to_4,3,female,none,3,savings_insurance,31,none,own,1,skilled,1,none,no,No Risk
no_checking,8,prior_payments_delayed,appliances,6165,100_to_500,4_to_7,4,female,none,4,savings_insurance,38,none,own,2,management_self-employed,1,yes,yes,No Risk
0_to_200,14,no_credits,car_used,3601,less_100,less_1,3,male,co-applicant,2,real_estate,33,none,free,1,skilled,1,yes,yes,No Risk
no_checking,33,outstanding_credit,furniture,4550,greater_1000,greater_7,5,male,none,4,savings_insurance,51,none,free,3,skilled,2,yes,yes,Risk
less_0,21,prior_payments_delayed,radio_tv,5386,less_100,less_1,2,male,none,2,car_other,31,none,own,1,skilled,1,none,yes,Risk
greater_200,34,prior_payments_delayed,radio_tv,5365,100_to_500,greater_7,4,male,none,4,car_other,41,none,own,2,skilled,1,none,yes,Risk
no_checking,27,prior_payments_delayed,appliances,5979,100_to_500,1_to_4,4,male,none,4,savings_insurance,39,none,own,2,management_self-employed,2,yes,yes,Risk
0_to_200,15,credits_paid_to_date,car_new,2701,500_to_1000,less_1,2,male,none,2,real_estate,31,none,own,2,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,appliances,6143,unknown,greater_7,5,female,none,5,car_other,57,none,free,3,skilled,2,yes,yes,Risk
no_checking,28,prior_payments_delayed,appliances,4333,100_to_500,1_to_4,4,male,none,2,savings_insurance,23,none,own,2,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,4891,unknown,1_to_4,2,male,none,2,savings_insurance,37,stores,rent,2,unskilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,less_1,1,male,none,2,real_estate,23,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,39,all_credits_paid_back,business,5860,less_100,4_to_7,3,male,none,2,savings_insurance,30,none,own,1,skilled,1,none,yes,Risk
less_0,18,prior_payments_delayed,radio_tv,250,500_to_1000,greater_7,3,male,co-applicant,3,car_other,36,stores,rent,1,unskilled,1,yes,yes,Risk
greater_200,28,outstanding_credit,furniture,4175,unknown,greater_7,4,male,none,4,unknown,53,none,own,2,skilled,1,yes,yes,No Risk
no_checking,18,credits_paid_to_date,radio_tv,2043,greater_1000,1_to_4,3,male,co-applicant,4,savings_insurance,26,none,own,2,skilled,2,yes,yes,Risk
greater_200,22,credits_paid_to_date,car_new,2830,100_to_500,1_to_4,3,female,none,4,real_estate,44,none,own,2,skilled,1,yes,yes,No Risk
no_checking,21,outstanding_credit,radio_tv,3662,500_to_1000,greater_7,4,male,none,3,savings_insurance,39,none,own,1,skilled,1,none,yes,No Risk
less_0,27,all_credits_paid_back,radio_tv,2165,500_to_1000,1_to_4,2,male,none,1,real_estate,32,stores,rent,2,unskilled,1,none,yes,No Risk
0_to_200,8,all_credits_paid_back,furniture,3905,less_100,4_to_7,3,male,none,3,real_estate,24,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,49,outstanding_credit,radio_tv,6621,greater_1000,4_to_7,4,male,co-applicant,5,unknown,44,bank,own,2,unskilled,1,yes,yes,No Risk
less_0,4,prior_payments_delayed,car_used,250,less_100,less_1,2,female,none,3,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,7276,100_to_500,4_to_7,3,female,none,3,unknown,52,none,own,2,skilled,1,yes,yes,Risk
no_checking,23,prior_payments_delayed,retraining,2066,100_to_500,1_to_4,4,male,none,3,savings_insurance,28,none,own,1,skilled,1,yes,yes,No Risk
no_checking,35,outstanding_credit,repairs,5493,500_to_1000,4_to_7,4,male,none,4,unknown,49,none,free,2,skilled,2,yes,yes,Risk
less_0,22,prior_payments_delayed,furniture,1563,greater_1000,4_to_7,3,male,none,3,car_other,19,bank,rent,2,unemployed,2,yes,yes,No Risk
no_checking,31,outstanding_credit,furniture,7525,500_to_1000,greater_7,4,female,co-applicant,3,car_other,51,none,own,2,skilled,1,none,yes,Risk
0_to_200,4,credits_paid_to_date,car_used,437,500_to_1000,less_1,2,female,none,3,savings_insurance,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,all_credits_paid_back,furniture,3891,less_100,less_1,3,female,none,4,savings_insurance,32,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,41,credits_paid_to_date,radio_tv,4307,100_to_500,4_to_7,3,male,none,2,savings_insurance,19,none,own,2,skilled,2,yes,yes,No Risk
no_checking,27,prior_payments_delayed,furniture,4603,500_to_1000,4_to_7,3,male,none,3,savings_insurance,37,none,own,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,less_1,1,male,none,1,real_estate,33,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,27,outstanding_credit,car_used,4541,100_to_500,less_1,2,male,none,4,unknown,42,none,own,2,skilled,2,yes,yes,Risk
less_0,16,no_credits,car_used,930,less_100,less_1,2,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,5978,unknown,4_to_7,4,female,none,5,car_other,48,none,own,2,management_self-employed,2,yes,yes,Risk
less_0,19,prior_payments_delayed,retraining,2212,less_100,greater_7,4,male,none,3,savings_insurance,30,none,own,2,skilled,1,yes,yes,No Risk
no_checking,36,outstanding_credit,repairs,7109,500_to_1000,4_to_7,5,male,co-applicant,4,unknown,42,none,free,2,skilled,1,yes,yes,Risk
0_to_200,20,credits_paid_to_date,car_used,3333,less_100,4_to_7,3,male,none,2,car_other,20,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,4387,100_to_500,1_to_4,4,male,none,3,car_other,46,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,15,prior_payments_delayed,retraining,2609,100_to_500,1_to_4,3,male,none,2,car_other,36,none,own,1,skilled,1,yes,yes,No Risk
less_0,19,credits_paid_to_date,furniture,2402,less_100,1_to_4,2,male,none,2,real_estate,25,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,30,credits_paid_to_date,repairs,3888,less_100,4_to_7,4,female,none,2,savings_insurance,28,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,all_credits_paid_back,car_used,5563,less_100,1_to_4,3,male,none,4,car_other,34,none,own,2,skilled,1,yes,yes,Risk
0_to_200,30,credits_paid_to_date,radio_tv,250,100_to_500,less_1,2,female,none,1,real_estate,31,bank,own,1,unskilled,1,none,yes,No Risk
greater_200,33,prior_payments_delayed,appliances,6712,greater_1000,4_to_7,3,female,none,4,unknown,43,none,own,3,skilled,2,yes,yes,Risk
less_0,20,prior_payments_delayed,education,250,100_to_500,less_1,1,male,none,2,savings_insurance,21,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,furniture,7028,100_to_500,4_to_7,3,female,none,4,car_other,41,none,own,3,skilled,1,yes,yes,Risk
greater_200,19,credits_paid_to_date,radio_tv,1993,less_100,4_to_7,4,male,none,4,savings_insurance,40,none,own,2,skilled,1,none,yes,Risk
0_to_200,16,prior_payments_delayed,retraining,2680,less_100,1_to_4,3,male,none,3,real_estate,34,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_new,287,less_100,less_1,2,female,none,1,real_estate,28,stores,own,1,unskilled,1,none,yes,No Risk
less_0,8,prior_payments_delayed,car_used,1187,less_100,1_to_4,2,male,none,3,real_estate,42,none,own,1,skilled,2,none,yes,No Risk
0_to_200,15,credits_paid_to_date,furniture,3976,less_100,4_to_7,4,female,none,3,car_other,41,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,8,prior_payments_delayed,appliances,2390,less_100,4_to_7,3,male,none,3,car_other,38,stores,own,2,skilled,2,yes,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,9204,100_to_500,1_to_4,3,female,none,3,savings_insurance,38,none,own,1,skilled,1,yes,yes,Risk
no_checking,31,outstanding_credit,appliances,8001,500_to_1000,greater_7,4,male,co-applicant,5,unknown,52,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,26,credits_paid_to_date,radio_tv,2772,less_100,4_to_7,3,female,none,1,savings_insurance,34,none,own,1,skilled,1,none,yes,Risk
no_checking,57,outstanding_credit,appliances,4424,unknown,greater_7,5,male,co-applicant,4,unknown,47,none,free,2,skilled,2,yes,yes,Risk
0_to_200,18,credits_paid_to_date,furniture,3196,less_100,1_to_4,2,male,none,3,car_other,32,none,own,1,skilled,1,yes,yes,No Risk
no_checking,35,outstanding_credit,repairs,7215,500_to_1000,greater_7,4,male,co-applicant,4,unknown,51,none,free,2,skilled,1,yes,yes,Risk
no_checking,35,prior_payments_delayed,appliances,6370,500_to_1000,4_to_7,4,male,none,5,car_other,55,none,own,2,skilled,2,yes,yes,Risk
no_checking,22,outstanding_credit,appliances,3621,unknown,4_to_7,4,male,none,4,savings_insurance,31,none,own,1,skilled,1,none,yes,Risk
less_0,16,credits_paid_to_date,furniture,250,less_100,4_to_7,2,female,none,1,savings_insurance,34,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,vacation,4657,less_100,1_to_4,4,female,none,3,savings_insurance,34,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,40,outstanding_credit,radio_tv,7695,greater_1000,4_to_7,4,male,co-applicant,4,unknown,52,bank,own,2,unskilled,2,yes,yes,No Risk
no_checking,16,credits_paid_to_date,car_used,2730,100_to_500,less_1,3,male,none,4,savings_insurance,36,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_used,1998,less_100,less_1,2,female,none,3,savings_insurance,41,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,car_used,250,less_100,4_to_7,3,male,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,5235,500_to_1000,less_1,3,female,co-applicant,4,savings_insurance,54,none,own,1,skilled,1,none,yes,No Risk
greater_200,16,credits_paid_to_date,furniture,2241,less_100,4_to_7,3,male,none,3,car_other,24,none,own,2,skilled,1,yes,no,No Risk
0_to_200,34,outstanding_credit,furniture,3789,500_to_1000,greater_7,4,male,none,3,unknown,47,none,free,2,skilled,1,yes,yes,No Risk
no_checking,20,credits_paid_to_date,car_used,4846,500_to_1000,4_to_7,4,female,none,3,car_other,34,none,own,1,skilled,2,yes,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,7710,100_to_500,4_to_7,4,male,none,4,unknown,54,bank,own,2,unemployed,2,yes,yes,Risk
0_to_200,12,credits_paid_to_date,car_new,250,less_100,4_to_7,1,female,none,3,real_estate,22,none,own,1,skilled,1,none,no,No Risk
less_0,30,prior_payments_delayed,appliances,2773,100_to_500,greater_7,3,female,none,2,savings_insurance,41,stores,own,1,skilled,1,none,yes,No Risk
no_checking,18,prior_payments_delayed,furniture,6246,500_to_1000,4_to_7,4,male,none,3,savings_insurance,41,none,free,2,management_self-employed,2,yes,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,5035,500_to_1000,less_1,3,male,none,4,savings_insurance,33,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,21,outstanding_credit,car_used,2290,500_to_1000,4_to_7,4,male,none,4,savings_insurance,52,none,own,1,skilled,1,yes,yes,Risk
0_to_200,20,credits_paid_to_date,retraining,2160,500_to_1000,greater_7,4,female,none,3,car_other,33,none,own,1,skilled,2,yes,yes,Risk
0_to_200,16,prior_payments_delayed,radio_tv,250,greater_1000,1_to_4,3,male,co-applicant,3,real_estate,50,none,rent,1,skilled,1,yes,yes,Risk
less_0,9,credits_paid_to_date,vacation,4308,less_100,less_1,2,female,none,3,savings_insurance,25,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,15,no_credits,car_new,1328,less_100,unemployed,1,male,none,2,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
less_0,27,outstanding_credit,radio_tv,4642,100_to_500,less_1,3,female,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,4594,unknown,greater_7,4,male,guarantor,5,savings_insurance,50,none,free,2,skilled,1,yes,yes,No Risk
greater_200,32,prior_payments_delayed,radio_tv,4689,100_to_500,greater_7,3,male,none,4,unknown,45,none,own,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,1,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,52,outstanding_credit,other,10797,500_to_1000,greater_7,5,male,co-applicant,4,unknown,48,none,free,2,skilled,2,yes,no,Risk
no_checking,29,outstanding_credit,vacation,3282,500_to_1000,4_to_7,4,male,guarantor,3,car_other,49,none,free,2,skilled,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,appliances,6859,100_to_500,4_to_7,4,female,none,3,car_other,47,none,free,2,skilled,1,none,yes,Risk
greater_200,4,all_credits_paid_back,car_used,250,less_100,less_1,1,male,none,2,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,10,prior_payments_delayed,furniture,3633,less_100,less_1,3,male,none,3,car_other,28,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,2,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
less_0,18,prior_payments_delayed,car_new,2616,greater_1000,less_1,2,male,co-applicant,3,savings_insurance,39,stores,own,2,skilled,1,yes,yes,No Risk
0_to_200,4,prior_payments_delayed,car_new,567,less_100,less_1,1,female,none,3,car_other,40,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,radio_tv,3656,less_100,1_to_4,3,male,none,4,car_other,47,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,19,credits_paid_to_date,radio_tv,2604,100_to_500,greater_7,4,male,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,Risk
no_checking,41,prior_payments_delayed,repairs,5912,500_to_1000,greater_7,5,male,co-applicant,4,unknown,46,none,free,2,skilled,1,yes,yes,Risk
no_checking,36,prior_payments_delayed,appliances,3324,500_to_1000,4_to_7,4,male,guarantor,3,car_other,52,none,free,1,skilled,1,yes,yes,No Risk
less_0,9,prior_payments_delayed,furniture,1977,less_100,1_to_4,3,male,none,3,car_other,38,none,own,2,skilled,1,yes,yes,No Risk
no_checking,16,all_credits_paid_back,car_new,419,less_100,1_to_4,3,female,co-applicant,2,savings_insurance,42,stores,rent,1,unskilled,1,yes,yes,No Risk
0_to_200,22,outstanding_credit,car_used,7618,greater_1000,1_to_4,4,male,none,4,car_other,34,none,own,2,management_self-employed,1,yes,no,No Risk
less_0,4,all_credits_paid_back,car_new,779,less_100,less_1,2,female,none,2,savings_insurance,28,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,44,outstanding_credit,other,8760,greater_1000,greater_7,5,male,co-applicant,4,unknown,49,none,free,3,management_self-employed,2,yes,yes,Risk
no_checking,35,outstanding_credit,repairs,5510,unknown,greater_7,4,male,co-applicant,3,car_other,37,stores,own,2,unskilled,1,yes,yes,Risk
greater_200,35,prior_payments_delayed,business,7798,100_to_500,4_to_7,4,male,none,2,car_other,34,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,23,outstanding_credit,appliances,7104,500_to_1000,greater_7,3,female,none,3,car_other,37,none,own,2,skilled,1,yes,no,Risk
no_checking,37,prior_payments_delayed,appliances,6954,500_to_1000,greater_7,4,male,co-applicant,3,unknown,41,none,free,2,skilled,1,yes,yes,Risk
0_to_200,33,outstanding_credit,appliances,4666,unknown,1_to_4,3,male,none,3,unknown,36,stores,own,2,skilled,1,none,yes,Risk
less_0,13,prior_payments_delayed,furniture,3370,less_100,1_to_4,3,male,none,2,savings_insurance,28,none,own,2,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,car_new,365,less_100,1_to_4,2,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,5977,100_to_500,4_to_7,3,female,co-applicant,3,savings_insurance,37,none,own,1,skilled,1,yes,yes,Risk
less_0,5,no_credits,education,2247,less_100,less_1,1,female,none,1,car_other,32,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,car_used,3588,less_100,4_to_7,3,male,none,2,unknown,43,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,car_new,250,less_100,4_to_7,2,female,none,2,real_estate,39,none,own,1,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,car_new,343,500_to_1000,1_to_4,1,female,none,2,car_other,30,bank,rent,1,unemployed,2,none,yes,No Risk
less_0,24,credits_paid_to_date,radio_tv,3146,less_100,1_to_4,2,female,none,3,car_other,34,stores,own,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,retraining,4595,less_100,4_to_7,3,male,none,3,savings_insurance,37,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,36,credits_paid_to_date,appliances,2128,unknown,4_to_7,4,male,none,4,savings_insurance,40,bank,own,2,unemployed,1,none,yes,Risk
0_to_200,20,prior_payments_delayed,furniture,3713,100_to_500,greater_7,3,male,none,2,car_other,48,none,free,2,skilled,2,yes,yes,No Risk
less_0,23,credits_paid_to_date,furniture,317,less_100,1_to_4,2,female,none,1,savings_insurance,20,bank,own,1,unskilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,retraining,4020,greater_1000,less_1,3,male,none,3,car_other,32,none,own,1,skilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,4387,100_to_500,4_to_7,4,female,none,3,car_other,31,none,own,2,skilled,2,none,yes,Risk
less_0,8,credits_paid_to_date,appliances,1432,less_100,less_1,1,male,none,2,savings_insurance,26,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,appliances,250,less_100,less_1,3,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_used,1418,less_100,unemployed,2,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,prior_payments_delayed,car_used,250,less_100,less_1,2,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,furniture,4142,greater_1000,1_to_4,4,female,none,4,savings_insurance,46,none,own,2,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,1816,500_to_1000,1_to_4,4,male,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,29,prior_payments_delayed,radio_tv,5682,greater_1000,greater_7,4,male,none,4,savings_insurance,52,stores,rent,2,unskilled,2,none,yes,No Risk
0_to_200,19,prior_payments_delayed,car_new,4434,100_to_500,4_to_7,3,female,guarantor,2,car_other,43,stores,free,1,unskilled,1,yes,yes,Risk
no_checking,25,prior_payments_delayed,radio_tv,6264,100_to_500,4_to_7,3,female,none,4,unknown,44,none,own,1,skilled,1,yes,yes,Risk
no_checking,17,credits_paid_to_date,retraining,1631,100_to_500,1_to_4,3,male,none,4,car_other,51,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,vacation,5879,500_to_1000,4_to_7,4,male,none,3,savings_insurance,43,none,own,1,skilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,car_used,2365,100_to_500,less_1,2,male,none,3,savings_insurance,37,none,own,1,management_self-employed,1,none,yes,Risk
0_to_200,21,outstanding_credit,appliances,2498,100_to_500,1_to_4,3,male,none,2,car_other,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,5,all_credits_paid_back,education,4426,less_100,less_1,2,female,none,3,real_estate,25,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,repairs,4959,500_to_1000,greater_7,4,male,none,3,savings_insurance,41,bank,own,1,unemployed,1,none,no,No Risk
0_to_200,4,all_credits_paid_back,car_used,2643,less_100,unemployed,2,female,none,2,real_estate,20,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,23,outstanding_credit,car_used,2688,greater_1000,4_to_7,3,male,none,4,savings_insurance,38,none,rent,1,skilled,1,none,yes,No Risk
less_0,23,credits_paid_to_date,car_used,1802,less_100,4_to_7,2,female,none,1,real_estate,26,stores,own,1,skilled,1,none,no,No Risk
0_to_200,20,credits_paid_to_date,car_new,1802,500_to_1000,less_1,3,male,none,3,savings_insurance,29,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,10,prior_payments_delayed,repairs,3959,less_100,4_to_7,4,female,none,2,car_other,26,none,own,1,skilled,1,yes,yes,No Risk
greater_200,20,credits_paid_to_date,car_new,4767,less_100,4_to_7,2,male,none,3,savings_insurance,38,none,own,1,management_self-employed,2,none,yes,No Risk
no_checking,36,outstanding_credit,vacation,6203,unknown,greater_7,4,male,co-applicant,5,car_other,43,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,21,outstanding_credit,car_used,2275,100_to_500,4_to_7,3,male,none,4,car_other,44,stores,rent,1,skilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,2862,less_100,less_1,2,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,5594,100_to_500,4_to_7,3,male,none,4,car_other,41,bank,own,2,unskilled,1,none,yes,No Risk
less_0,4,prior_payments_delayed,car_new,2677,500_to_1000,1_to_4,3,male,none,3,car_other,26,none,own,1,skilled,2,none,yes,Risk
0_to_200,27,all_credits_paid_back,furniture,3757,100_to_500,4_to_7,3,female,none,3,savings_insurance,30,stores,own,1,skilled,1,none,yes,Risk
less_0,10,prior_payments_delayed,furniture,3368,less_100,less_1,3,male,co-applicant,3,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
greater_200,30,prior_payments_delayed,furniture,5317,greater_1000,4_to_7,3,female,none,3,unknown,48,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,19,outstanding_credit,business,5640,100_to_500,greater_7,4,female,none,3,savings_insurance,35,none,free,1,skilled,2,yes,yes,Risk
greater_200,35,outstanding_credit,radio_tv,5209,500_to_1000,greater_7,4,male,co-applicant,4,unknown,58,none,free,2,skilled,2,yes,yes,Risk
no_checking,23,credits_paid_to_date,education,5130,less_100,1_to_4,3,female,none,4,real_estate,38,none,own,1,management_self-employed,1,none,yes,Risk
0_to_200,23,credits_paid_to_date,radio_tv,1908,500_to_1000,4_to_7,2,female,none,3,savings_insurance,31,stores,own,1,skilled,1,none,yes,Risk
0_to_200,4,prior_payments_delayed,furniture,250,less_100,4_to_7,3,female,none,2,savings_insurance,21,none,own,1,skilled,1,none,yes,No Risk
0_to_200,31,outstanding_credit,furniture,3140,500_to_1000,greater_7,4,male,none,2,savings_insurance,44,none,own,1,skilled,1,none,yes,Risk
0_to_200,4,no_credits,car_new,250,less_100,1_to_4,1,female,none,1,real_estate,21,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,27,credits_paid_to_date,retraining,8525,less_100,1_to_4,4,female,none,4,car_other,38,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,100_to_500,1_to_4,1,female,none,2,real_estate,32,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,appliances,6550,greater_1000,greater_7,5,male,co-applicant,5,unknown,59,none,free,3,skilled,2,yes,yes,Risk
less_0,19,credits_paid_to_date,car_new,250,less_100,4_to_7,2,female,none,2,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,car_used,4292,less_100,1_to_4,3,female,none,3,car_other,33,bank,own,2,unemployed,1,none,yes,No Risk
less_0,21,credits_paid_to_date,furniture,250,100_to_500,4_to_7,3,male,none,2,savings_insurance,28,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,7769,100_to_500,1_to_4,3,male,none,4,car_other,45,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,8,all_credits_paid_back,vacation,5560,less_100,4_to_7,3,female,co-applicant,3,savings_insurance,57,none,own,2,skilled,1,yes,yes,Risk
no_checking,24,outstanding_credit,radio_tv,4774,500_to_1000,greater_7,3,female,none,3,savings_insurance,53,none,free,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,education,7419,greater_1000,4_to_7,5,male,co-applicant,5,unknown,46,none,free,2,management_self-employed,1,yes,yes,Risk
less_0,7,prior_payments_delayed,furniture,2574,500_to_1000,4_to_7,2,female,none,1,unknown,38,stores,own,2,unskilled,1,none,yes,Risk
0_to_200,25,outstanding_credit,appliances,4519,100_to_500,4_to_7,3,male,none,4,car_other,34,none,own,1,skilled,1,yes,yes,No Risk
greater_200,41,prior_payments_delayed,furniture,1431,500_to_1000,1_to_4,2,female,none,3,savings_insurance,19,stores,free,2,skilled,1,yes,yes,Risk
0_to_200,26,outstanding_credit,appliances,4474,100_to_500,greater_7,4,male,none,4,savings_insurance,44,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,real_estate,23,none,rent,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,radio_tv,4766,greater_1000,4_to_7,4,female,none,3,car_other,50,bank,own,2,unemployed,1,yes,yes,Risk
no_checking,15,credits_paid_to_date,radio_tv,968,100_to_500,less_1,1,male,none,3,real_estate,40,bank,rent,1,unskilled,2,none,yes,No Risk
greater_200,20,credits_paid_to_date,retraining,4522,less_100,4_to_7,4,male,none,4,savings_insurance,36,none,own,1,management_self-employed,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,24,credits_paid_to_date,furniture,1208,500_to_1000,4_to_7,2,male,none,2,savings_insurance,24,bank,rent,2,unemployed,1,none,yes,Risk
no_checking,8,all_credits_paid_back,furniture,1726,less_100,less_1,3,female,none,2,savings_insurance,26,stores,own,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,appliances,6505,500_to_1000,4_to_7,4,male,guarantor,3,savings_insurance,55,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,17,credits_paid_to_date,car_new,290,500_to_1000,less_1,2,female,none,2,savings_insurance,36,none,own,2,skilled,1,none,yes,Risk
0_to_200,38,prior_payments_delayed,furniture,5246,500_to_1000,4_to_7,3,male,none,4,savings_insurance,39,stores,free,2,unskilled,1,none,yes,No Risk
less_0,14,credits_paid_to_date,furniture,1940,500_to_1000,1_to_4,3,male,none,3,car_other,37,stores,own,2,skilled,2,yes,yes,No Risk
less_0,25,prior_payments_delayed,car_used,3227,100_to_500,4_to_7,3,male,none,2,unknown,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,car_new,2071,100_to_500,greater_7,3,male,none,3,car_other,38,none,own,1,skilled,1,yes,no,Risk
no_checking,31,prior_payments_delayed,appliances,6940,100_to_500,1_to_4,4,male,none,3,car_other,40,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,22,outstanding_credit,car_used,4236,100_to_500,1_to_4,3,male,none,2,unknown,37,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,25,prior_payments_delayed,education,4296,100_to_500,less_1,3,male,none,4,car_other,41,none,own,2,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,1531,less_100,less_1,2,female,none,1,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,education,6489,500_to_1000,1_to_4,4,male,none,3,savings_insurance,37,none,own,1,skilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,car_used,3357,100_to_500,less_1,3,male,none,2,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,27,outstanding_credit,appliances,5996,greater_1000,greater_7,3,female,none,3,unknown,40,none,own,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,2769,less_100,unemployed,1,male,none,2,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,furniture,2551,less_100,4_to_7,3,female,none,2,savings_insurance,37,bank,own,2,unemployed,1,yes,yes,No Risk
0_to_200,20,credits_paid_to_date,radio_tv,4572,less_100,1_to_4,2,male,none,2,savings_insurance,27,none,own,2,skilled,1,none,yes,No Risk
greater_200,30,prior_payments_delayed,appliances,3803,greater_1000,4_to_7,2,female,none,3,car_other,49,none,own,2,skilled,1,none,yes,Risk
no_checking,33,outstanding_credit,vacation,7236,unknown,greater_7,5,male,co-applicant,4,car_other,43,stores,own,2,unskilled,2,none,yes,No Risk
0_to_200,29,outstanding_credit,other,4651,500_to_1000,greater_7,4,male,none,2,car_other,43,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,13,prior_payments_delayed,furniture,250,100_to_500,4_to_7,2,male,co-applicant,3,savings_insurance,49,stores,own,1,unskilled,1,yes,yes,Risk
less_0,9,all_credits_paid_back,vacation,3484,less_100,less_1,3,male,co-applicant,3,savings_insurance,30,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,education,250,less_100,less_1,1,male,none,1,savings_insurance,19,stores,own,1,skilled,1,none,yes,No Risk
less_0,9,no_credits,car_new,250,less_100,unemployed,1,male,none,2,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,furniture,4905,less_100,1_to_4,2,male,none,3,car_other,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,18,prior_payments_delayed,radio_tv,1115,greater_1000,1_to_4,1,male,none,3,car_other,29,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,2344,100_to_500,1_to_4,3,male,none,2,savings_insurance,40,none,own,2,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,5661,unknown,1_to_4,3,female,co-applicant,3,savings_insurance,49,none,own,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,car_new,2557,less_100,1_to_4,2,male,none,3,real_estate,35,none,rent,1,skilled,1,none,yes,Risk
0_to_200,4,no_credits,car_new,388,less_100,unemployed,2,female,none,3,real_estate,23,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,41,prior_payments_delayed,repairs,8370,500_to_1000,greater_7,5,male,co-applicant,3,unknown,57,bank,own,2,unemployed,2,yes,yes,No Risk
no_checking,23,prior_payments_delayed,furniture,4138,100_to_500,1_to_4,4,female,none,3,real_estate,38,none,own,2,skilled,1,none,no,No Risk
less_0,25,credits_paid_to_date,radio_tv,2853,500_to_1000,less_1,2,male,none,2,savings_insurance,29,none,rent,2,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,appliances,4613,500_to_1000,greater_7,5,male,none,5,unknown,56,none,free,2,skilled,2,yes,yes,Risk
less_0,9,all_credits_paid_back,car_used,448,100_to_500,1_to_4,2,male,none,2,real_estate,27,bank,rent,2,unskilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,1,real_estate,24,stores,rent,1,skilled,1,none,yes,No Risk
less_0,21,credits_paid_to_date,furniture,1533,less_100,1_to_4,1,male,none,1,real_estate,24,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,38,prior_payments_delayed,repairs,3066,500_to_1000,greater_7,4,female,none,4,savings_insurance,44,none,free,2,skilled,1,yes,yes,Risk
no_checking,24,prior_payments_delayed,car_used,3752,unknown,4_to_7,3,male,none,3,savings_insurance,39,none,own,2,skilled,1,yes,yes,Risk
no_checking,11,outstanding_credit,radio_tv,4618,greater_1000,less_1,3,male,none,3,savings_insurance,30,none,own,1,management_self-employed,1,yes,yes,No Risk
0_to_200,19,credits_paid_to_date,repairs,1993,less_100,1_to_4,2,male,none,2,savings_insurance,31,none,own,1,skilled,1,yes,yes,No Risk
less_0,10,prior_payments_delayed,furniture,250,less_100,less_1,2,male,none,1,real_estate,23,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,22,credits_paid_to_date,education,3770,100_to_500,less_1,2,female,none,2,car_other,43,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,45,outstanding_credit,repairs,3643,greater_1000,4_to_7,4,male,none,5,savings_insurance,34,none,own,2,skilled,1,none,yes,Risk
no_checking,29,outstanding_credit,appliances,7437,500_to_1000,4_to_7,5,male,none,4,unknown,46,none,free,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,other,8329,greater_1000,greater_7,5,male,co-applicant,5,unknown,55,none,free,3,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,furniture,2334,500_to_1000,less_1,3,male,none,3,savings_insurance,24,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,24,credits_paid_to_date,retraining,4177,less_100,1_to_4,3,male,co-applicant,4,car_other,19,none,rent,1,skilled,1,none,yes,Risk
no_checking,36,prior_payments_delayed,appliances,7004,500_to_1000,4_to_7,5,male,none,3,savings_insurance,40,none,free,2,management_self-employed,1,none,yes,Risk
0_to_200,16,credits_paid_to_date,car_new,250,less_100,less_1,3,female,none,2,real_estate,26,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,29,outstanding_credit,business,7383,500_to_1000,greater_7,5,male,none,3,car_other,54,none,free,3,management_self-employed,1,yes,yes,Risk
0_to_200,28,credits_paid_to_date,car_used,1150,100_to_500,4_to_7,2,male,none,2,savings_insurance,33,none,own,1,skilled,2,none,yes,No Risk
greater_200,22,credits_paid_to_date,radio_tv,6007,less_100,less_1,3,male,none,4,unknown,46,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,18,credits_paid_to_date,appliances,574,less_100,less_1,1,female,none,1,savings_insurance,21,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,51,outstanding_credit,education,8244,unknown,greater_7,5,male,co-applicant,4,unknown,59,none,free,3,skilled,2,yes,yes,Risk
greater_200,7,credits_paid_to_date,radio_tv,7831,500_to_1000,4_to_7,3,female,none,2,unknown,39,none,own,2,skilled,2,yes,no,Risk
less_0,15,credits_paid_to_date,car_new,1722,less_100,less_1,2,male,none,2,savings_insurance,34,stores,own,1,skilled,1,none,yes,No Risk
no_checking,52,outstanding_credit,education,8340,unknown,greater_7,4,male,guarantor,5,unknown,66,none,free,2,skilled,2,yes,yes,Risk
no_checking,46,outstanding_credit,radio_tv,6806,500_to_1000,greater_7,5,male,co-applicant,4,unknown,48,none,free,2,skilled,1,yes,yes,Risk
less_0,18,credits_paid_to_date,car_new,250,500_to_1000,unemployed,2,male,none,1,savings_insurance,22,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,appliances,5605,500_to_1000,4_to_7,4,female,none,4,car_other,43,bank,rent,2,unemployed,1,none,yes,Risk
less_0,31,all_credits_paid_back,repairs,540,500_to_1000,1_to_4,3,female,none,2,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,education,4016,500_to_1000,1_to_4,3,male,none,2,car_other,33,none,own,1,skilled,2,yes,yes,No Risk
0_to_200,20,credits_paid_to_date,furniture,1205,100_to_500,1_to_4,3,male,none,3,car_other,25,none,rent,1,skilled,2,none,yes,Risk
0_to_200,27,credits_paid_to_date,radio_tv,3235,less_100,1_to_4,2,female,none,3,car_other,36,none,rent,1,skilled,1,none,yes,No Risk
greater_200,13,all_credits_paid_back,furniture,3971,less_100,less_1,2,male,none,1,real_estate,37,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,4994,500_to_1000,1_to_4,4,male,none,5,unknown,39,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,10,prior_payments_delayed,repairs,1249,100_to_500,4_to_7,3,female,co-applicant,1,savings_insurance,35,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,38,prior_payments_delayed,appliances,7025,500_to_1000,greater_7,5,male,co-applicant,4,unknown,44,none,free,2,management_self-employed,1,none,yes,Risk
0_to_200,5,all_credits_paid_back,car_used,250,less_100,less_1,2,female,none,1,real_estate,33,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,furniture,6168,less_100,1_to_4,4,female,none,3,car_other,37,none,own,1,skilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,furniture,1903,500_to_1000,4_to_7,4,male,none,4,savings_insurance,53,none,own,1,skilled,1,yes,yes,No Risk
less_0,11,no_credits,car_new,3724,less_100,1_to_4,2,female,none,2,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,3127,500_to_1000,4_to_7,3,male,none,4,unknown,38,none,own,1,skilled,1,yes,yes,Risk
no_checking,28,outstanding_credit,repairs,5263,500_to_1000,greater_7,4,female,none,5,savings_insurance,46,none,own,1,management_self-employed,1,none,yes,Risk
0_to_200,11,credits_paid_to_date,car_new,2166,500_to_1000,4_to_7,3,female,none,2,real_estate,49,none,own,2,skilled,1,none,yes,No Risk
no_checking,40,outstanding_credit,repairs,8813,greater_1000,greater_7,5,male,co-applicant,4,car_other,47,none,free,3,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,33,credits_paid_to_date,radio_tv,5025,greater_1000,less_1,4,male,guarantor,4,real_estate,40,none,own,2,skilled,1,yes,yes,No Risk
no_checking,29,outstanding_credit,appliances,2315,unknown,4_to_7,4,male,none,4,car_other,41,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,25,outstanding_credit,other,3411,500_to_1000,1_to_4,4,male,co-applicant,2,car_other,43,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,2911,100_to_500,greater_7,4,male,none,5,savings_insurance,23,none,free,1,management_self-employed,1,none,yes,No Risk
less_0,25,credits_paid_to_date,appliances,2814,500_to_1000,1_to_4,2,male,none,2,real_estate,31,bank,rent,2,unskilled,1,none,yes,No Risk
less_0,12,prior_payments_delayed,car_used,3097,less_100,4_to_7,3,female,none,3,savings_insurance,41,none,own,1,skilled,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,5581,500_to_1000,4_to_7,4,male,none,4,unknown,45,none,own,2,skilled,1,yes,yes,Risk
no_checking,16,credits_paid_to_date,appliances,3676,greater_1000,4_to_7,3,female,none,4,car_other,38,none,own,1,skilled,1,none,yes,Risk
greater_200,23,credits_paid_to_date,appliances,4790,100_to_500,1_to_4,2,male,none,2,unknown,41,none,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,100_to_500,less_1,2,female,none,3,savings_insurance,29,none,own,2,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,car_used,2660,500_to_1000,4_to_7,3,female,none,3,savings_insurance,34,none,own,1,skilled,1,none,yes,Risk
0_to_200,15,prior_payments_delayed,radio_tv,250,greater_1000,1_to_4,3,male,none,4,real_estate,26,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,9,prior_payments_delayed,furniture,2219,less_100,1_to_4,1,female,none,1,savings_insurance,29,stores,own,2,skilled,1,none,yes,No Risk
no_checking,41,prior_payments_delayed,repairs,7497,unknown,greater_7,5,male,co-applicant,4,car_other,47,none,free,2,skilled,1,none,no,Risk
0_to_200,15,prior_payments_delayed,retraining,5067,less_100,greater_7,4,female,none,2,car_other,41,none,own,1,skilled,1,none,yes,No Risk
greater_200,25,outstanding_credit,business,5515,unknown,4_to_7,3,male,none,3,unknown,44,none,free,2,skilled,1,yes,yes,No Risk
no_checking,35,outstanding_credit,furniture,5602,greater_1000,4_to_7,5,male,none,5,savings_insurance,43,none,free,2,management_self-employed,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,250,less_100,4_to_7,2,male,none,3,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,car_new,1908,less_100,1_to_4,3,female,none,1,car_other,38,none,own,2,skilled,1,none,yes,Risk
no_checking,23,outstanding_credit,appliances,2232,500_to_1000,greater_7,4,male,none,3,car_other,31,none,own,1,skilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,furniture,1566,less_100,1_to_4,3,male,none,3,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
greater_200,40,outstanding_credit,other,5557,greater_1000,greater_7,4,male,co-applicant,4,unknown,45,none,free,2,skilled,1,yes,yes,Risk
0_to_200,22,credits_paid_to_date,car_new,1883,less_100,4_to_7,2,male,none,2,real_estate,33,none,free,2,skilled,1,yes,yes,No Risk
no_checking,37,outstanding_credit,radio_tv,5550,unknown,greater_7,4,male,co-applicant,3,car_other,39,bank,free,2,unemployed,2,yes,yes,Risk
0_to_200,16,credits_paid_to_date,retraining,3231,less_100,1_to_4,2,female,co-applicant,2,real_estate,33,none,own,1,skilled,1,none,yes,No Risk
less_0,7,all_credits_paid_back,car_used,250,less_100,1_to_4,1,female,none,1,savings_insurance,23,stores,rent,2,unskilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,education,6489,unknown,greater_7,5,male,co-applicant,5,unknown,57,bank,own,2,unemployed,2,yes,yes,Risk
less_0,24,prior_payments_delayed,car_used,250,100_to_500,4_to_7,3,female,none,2,savings_insurance,21,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,radio_tv,5881,greater_1000,4_to_7,3,female,none,4,unknown,58,none,own,2,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,1,real_estate,33,stores,rent,1,skilled,1,yes,yes,Risk
less_0,12,credits_paid_to_date,car_used,3935,500_to_1000,4_to_7,3,female,none,2,car_other,34,stores,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,2,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,30,credits_paid_to_date,car_used,9262,100_to_500,1_to_4,4,male,none,3,car_other,41,none,free,2,management_self-employed,1,none,yes,No Risk
0_to_200,8,credits_paid_to_date,car_new,250,500_to_1000,1_to_4,3,male,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,4938,100_to_500,greater_7,4,male,none,3,car_other,49,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,car_new,3542,less_100,unemployed,1,female,none,1,car_other,41,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,33,credits_paid_to_date,furniture,6261,100_to_500,4_to_7,4,male,guarantor,4,car_other,51,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,car_new,609,100_to_500,1_to_4,3,male,none,3,real_estate,36,none,rent,1,skilled,1,none,yes,No Risk
less_0,17,all_credits_paid_back,car_used,2817,less_100,1_to_4,2,female,none,3,real_estate,33,none,own,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,2077,less_100,4_to_7,3,female,none,3,car_other,28,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,15,all_credits_paid_back,car_new,2697,less_100,1_to_4,3,male,none,2,car_other,51,none,own,1,skilled,1,yes,yes,Risk
no_checking,41,prior_payments_delayed,vacation,5909,500_to_1000,4_to_7,4,male,none,5,savings_insurance,28,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,repairs,10913,500_to_1000,4_to_7,4,male,co-applicant,4,unknown,45,none,free,2,skilled,1,yes,yes,Risk
0_to_200,7,all_credits_paid_back,car_used,250,500_to_1000,less_1,2,male,none,2,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,furniture,3627,500_to_1000,1_to_4,3,male,none,4,car_other,37,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,36,all_credits_paid_back,radio_tv,2491,100_to_500,4_to_7,3,female,none,3,real_estate,23,stores,own,2,skilled,1,none,yes,No Risk
less_0,4,prior_payments_delayed,vacation,1268,less_100,4_to_7,3,female,none,2,real_estate,23,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,14,all_credits_paid_back,furniture,250,less_100,4_to_7,3,male,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,furniture,7279,100_to_500,4_to_7,4,male,none,4,car_other,44,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,25,credits_paid_to_date,car_new,3018,100_to_500,1_to_4,3,male,none,2,real_estate,30,bank,own,2,unskilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,car_new,250,less_100,4_to_7,3,male,none,2,savings_insurance,39,none,own,2,skilled,1,none,yes,Risk
less_0,21,credits_paid_to_date,car_new,1519,less_100,less_1,2,female,none,2,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,31,outstanding_credit,radio_tv,2306,unknown,4_to_7,4,male,none,2,unknown,34,bank,own,2,unemployed,1,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_new,2524,100_to_500,less_1,2,male,none,1,savings_insurance,24,none,own,2,skilled,1,none,yes,No Risk
no_checking,36,credits_paid_to_date,business,4245,100_to_500,1_to_4,4,male,none,2,car_other,25,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,appliances,5829,unknown,greater_7,4,male,co-applicant,4,unknown,55,none,free,2,skilled,2,yes,yes,Risk
less_0,9,all_credits_paid_back,car_new,2507,less_100,unemployed,2,male,none,3,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,radio_tv,5157,500_to_1000,4_to_7,3,female,none,2,car_other,50,none,free,2,skilled,1,yes,yes,Risk
0_to_200,39,outstanding_credit,other,3922,500_to_1000,greater_7,5,female,none,4,unknown,43,none,own,1,skilled,1,none,yes,Risk
less_0,19,credits_paid_to_date,repairs,705,less_100,4_to_7,3,male,none,2,car_other,45,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,radio_tv,5140,less_100,1_to_4,2,male,none,2,savings_insurance,34,none,free,1,skilled,1,none,yes,Risk
no_checking,29,prior_payments_delayed,radio_tv,5566,unknown,greater_7,5,male,co-applicant,4,car_other,49,none,own,2,skilled,1,yes,yes,Risk
0_to_200,12,credits_paid_to_date,car_used,250,greater_1000,1_to_4,2,female,none,2,real_estate,24,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,retraining,7412,500_to_1000,1_to_4,4,female,none,4,savings_insurance,33,none,own,2,skilled,1,none,yes,Risk
greater_200,23,credits_paid_to_date,retraining,4710,less_100,4_to_7,3,male,none,3,car_other,28,none,own,1,skilled,1,yes,yes,Risk
less_0,36,credits_paid_to_date,radio_tv,1332,greater_1000,less_1,3,male,none,3,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,250,less_100,unemployed,1,male,none,1,real_estate,22,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,car_used,5826,less_100,4_to_7,3,male,none,4,car_other,34,none,own,1,skilled,1,yes,yes,No Risk
less_0,12,prior_payments_delayed,car_new,250,greater_1000,4_to_7,1,female,co-applicant,2,real_estate,25,stores,rent,1,unskilled,1,yes,yes,No Risk
no_checking,38,prior_payments_delayed,repairs,9849,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,49,stores,free,2,unskilled,2,yes,yes,No Risk
0_to_200,12,credits_paid_to_date,car_new,3838,less_100,less_1,2,female,none,1,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,retraining,4881,less_100,4_to_7,3,female,none,1,car_other,48,none,own,1,skilled,1,none,yes,No Risk
greater_200,6,prior_payments_delayed,vacation,6442,less_100,4_to_7,3,male,none,4,savings_insurance,36,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,24,prior_payments_delayed,car_used,3614,less_100,greater_7,4,female,none,3,savings_insurance,35,none,own,1,skilled,2,yes,yes,No Risk
no_checking,8,prior_payments_delayed,radio_tv,6144,500_to_1000,4_to_7,4,male,none,3,car_other,40,stores,own,1,unskilled,1,none,yes,No Risk
less_0,20,prior_payments_delayed,radio_tv,2424,greater_1000,1_to_4,3,male,none,2,savings_insurance,30,none,own,2,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,education,2439,less_100,unemployed,2,male,none,2,savings_insurance,28,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,4292,less_100,1_to_4,3,female,none,1,car_other,34,none,rent,2,skilled,1,none,yes,Risk
0_to_200,5,all_credits_paid_back,car_new,250,less_100,unemployed,2,male,none,3,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,46,outstanding_credit,appliances,5644,500_to_1000,4_to_7,4,female,none,3,car_other,41,none,own,2,skilled,1,yes,yes,Risk
less_0,25,credits_paid_to_date,appliances,250,500_to_1000,4_to_7,2,male,none,2,savings_insurance,29,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,39,outstanding_credit,other,7688,unknown,4_to_7,5,male,guarantor,5,unknown,62,none,free,2,skilled,1,yes,no,Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,1_to_4,2,male,none,3,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,repairs,5990,100_to_500,unemployed,3,female,none,1,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,all_credits_paid_back,radio_tv,3777,less_100,4_to_7,3,female,none,3,real_estate,44,none,own,1,skilled,1,none,yes,No Risk
0_to_200,27,outstanding_credit,business,7115,500_to_1000,greater_7,3,male,none,3,unknown,42,none,own,2,skilled,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,retraining,2450,less_100,less_1,2,male,none,1,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,repairs,4427,greater_1000,greater_7,4,male,co-applicant,5,unknown,49,none,free,2,skilled,2,yes,yes,Risk
no_checking,26,prior_payments_delayed,radio_tv,4449,100_to_500,1_to_4,3,male,none,4,unknown,43,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,4,no_credits,car_new,250,less_100,1_to_4,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,35,prior_payments_delayed,car_used,3346,100_to_500,1_to_4,4,female,none,4,savings_insurance,40,bank,own,2,unemployed,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,250,less_100,less_1,2,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_new,2050,less_100,1_to_4,2,female,co-applicant,3,real_estate,29,stores,own,1,skilled,1,none,yes,Risk
no_checking,21,credits_paid_to_date,radio_tv,3997,greater_1000,1_to_4,4,male,none,3,car_other,34,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,car_used,2454,less_100,1_to_4,2,male,none,3,savings_insurance,37,none,own,2,skilled,1,yes,yes,Risk
no_checking,35,prior_payments_delayed,appliances,6638,greater_1000,1_to_4,4,male,none,3,savings_insurance,48,none,own,2,skilled,1,none,yes,Risk
less_0,8,prior_payments_delayed,furniture,1006,less_100,unemployed,1,female,none,2,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,12,credits_paid_to_date,car_new,2416,less_100,less_1,2,female,none,2,real_estate,29,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,credits_paid_to_date,furniture,3878,greater_1000,1_to_4,3,male,none,2,real_estate,48,stores,own,2,unskilled,1,yes,yes,Risk
less_0,6,all_credits_paid_back,car_new,250,100_to_500,unemployed,1,female,none,1,savings_insurance,21,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,repairs,9528,greater_1000,1_to_4,4,female,co-applicant,5,car_other,41,none,free,2,management_self-employed,1,yes,yes,Risk
less_0,12,all_credits_paid_back,furniture,2848,less_100,unemployed,1,female,none,1,car_other,22,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,4765,500_to_1000,greater_7,5,male,none,5,savings_insurance,49,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,12,credits_paid_to_date,furniture,1934,500_to_1000,1_to_4,3,male,none,2,real_estate,35,none,own,1,management_self-employed,2,none,yes,No Risk
0_to_200,30,credits_paid_to_date,furniture,3454,greater_1000,greater_7,3,male,none,2,savings_insurance,33,stores,own,2,unskilled,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,radio_tv,2561,less_100,unemployed,2,female,none,2,real_estate,29,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,25,credits_paid_to_date,radio_tv,3493,greater_1000,4_to_7,3,female,none,4,car_other,45,none,own,2,skilled,1,yes,yes,Risk
less_0,4,no_credits,car_new,250,less_100,unemployed,1,female,co-applicant,1,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,6955,100_to_500,less_1,3,female,none,3,savings_insurance,46,none,own,1,management_self-employed,1,yes,yes,Risk
no_checking,16,outstanding_credit,radio_tv,4029,unknown,4_to_7,3,male,none,3,car_other,50,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,retraining,5316,100_to_500,4_to_7,4,female,none,4,car_other,40,stores,own,1,skilled,1,yes,yes,Risk
no_checking,14,credits_paid_to_date,car_used,3162,500_to_1000,4_to_7,3,male,none,3,car_other,33,bank,own,2,unskilled,2,yes,no,No Risk
greater_200,40,outstanding_credit,appliances,4817,500_to_1000,greater_7,5,male,none,5,car_other,49,none,free,2,skilled,1,yes,yes,Risk
less_0,19,credits_paid_to_date,repairs,250,less_100,less_1,1,female,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_used,1537,less_100,less_1,2,female,none,1,savings_insurance,24,stores,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,1500,unknown,4_to_7,4,male,none,4,real_estate,32,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,car_used,4545,500_to_1000,4_to_7,4,male,none,5,car_other,42,none,own,1,management_self-employed,1,yes,no,No Risk
less_0,4,no_credits,car_new,250,less_100,less_1,1,male,none,2,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
less_0,14,prior_payments_delayed,car_used,1369,less_100,1_to_4,3,male,none,2,savings_insurance,36,none,own,1,skilled,1,yes,yes,No Risk
less_0,35,credits_paid_to_date,car_used,250,greater_1000,less_1,1,female,none,1,savings_insurance,19,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,car_new,766,100_to_500,less_1,1,female,none,1,savings_insurance,36,stores,own,2,skilled,1,none,yes,Risk
less_0,19,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,3,savings_insurance,28,none,own,1,skilled,1,yes,yes,No Risk
no_checking,45,outstanding_credit,repairs,6603,500_to_1000,greater_7,5,male,co-applicant,4,car_other,52,none,free,3,skilled,2,yes,yes,Risk
no_checking,12,credits_paid_to_date,furniture,5743,100_to_500,1_to_4,4,male,none,2,savings_insurance,48,none,own,2,management_self-employed,2,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,car_used,2436,100_to_500,4_to_7,3,female,none,2,savings_insurance,34,none,own,1,skilled,1,yes,yes,No Risk
less_0,11,all_credits_paid_back,car_new,259,less_100,4_to_7,3,male,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,47,outstanding_credit,repairs,8728,unknown,greater_7,6,male,co-applicant,4,car_other,64,none,own,3,skilled,2,yes,yes,Risk
0_to_200,6,prior_payments_delayed,radio_tv,297,100_to_500,1_to_4,2,male,none,2,savings_insurance,47,none,own,2,skilled,1,yes,yes,No Risk
no_checking,32,credits_paid_to_date,radio_tv,5572,100_to_500,greater_7,5,female,none,4,car_other,46,none,free,2,skilled,1,yes,yes,Risk
greater_200,17,prior_payments_delayed,vacation,4191,greater_1000,greater_7,4,male,guarantor,3,savings_insurance,46,none,own,1,skilled,1,yes,yes,No Risk
no_checking,42,outstanding_credit,other,8123,greater_1000,4_to_7,4,male,co-applicant,5,car_other,43,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,6,credits_paid_to_date,furniture,250,less_100,1_to_4,3,female,none,3,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,furniture,3908,less_100,1_to_4,2,male,none,3,savings_insurance,36,bank,own,1,unskilled,2,yes,yes,No Risk
no_checking,24,prior_payments_delayed,car_used,1637,100_to_500,1_to_4,3,male,none,4,real_estate,33,none,rent,1,management_self-employed,1,yes,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,6911,500_to_1000,1_to_4,4,female,none,3,unknown,54,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,20,credits_paid_to_date,retraining,3694,less_100,1_to_4,4,male,co-applicant,2,car_other,20,none,own,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,unemployed,2,female,none,3,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,furniture,6641,greater_1000,4_to_7,3,male,co-applicant,4,unknown,38,none,own,1,skilled,1,yes,yes,Risk
0_to_200,14,all_credits_paid_back,car_new,1755,500_to_1000,1_to_4,3,female,none,1,real_estate,30,none,own,1,skilled,1,none,yes,No Risk
0_to_200,8,all_credits_paid_back,car_used,3046,less_100,less_1,1,female,none,1,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,24,outstanding_credit,car_used,5118,500_to_1000,4_to_7,4,male,none,4,savings_insurance,41,none,free,2,skilled,1,yes,yes,No Risk
no_checking,33,prior_payments_delayed,retraining,5899,100_to_500,4_to_7,4,male,none,3,savings_insurance,36,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,car_new,1410,500_to_1000,less_1,2,male,none,3,car_other,34,none,rent,1,skilled,1,none,yes,Risk
no_checking,8,prior_payments_delayed,radio_tv,1160,100_to_500,4_to_7,3,male,none,3,savings_insurance,42,none,own,1,management_self-employed,1,yes,yes,Risk
no_checking,33,outstanding_credit,appliances,8276,500_to_1000,greater_7,5,male,co-applicant,4,car_other,46,none,free,2,skilled,1,yes,yes,Risk
greater_200,27,outstanding_credit,appliances,4126,500_to_1000,1_to_4,4,female,none,3,car_other,35,none,own,1,skilled,1,none,yes,No Risk
less_0,25,credits_paid_to_date,radio_tv,3143,less_100,1_to_4,3,female,none,1,car_other,35,stores,own,1,skilled,1,none,yes,No Risk
no_checking,23,outstanding_credit,car_used,1976,unknown,4_to_7,4,male,none,3,savings_insurance,37,stores,own,2,unskilled,2,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,appliances,1981,less_100,1_to_4,3,male,none,1,car_other,39,stores,own,1,skilled,1,none,yes,No Risk
no_checking,54,outstanding_credit,education,3972,unknown,greater_7,4,female,co-applicant,4,savings_insurance,41,none,own,2,skilled,2,yes,yes,Risk
no_checking,32,prior_payments_delayed,radio_tv,6315,100_to_500,greater_7,4,male,co-applicant,5,unknown,63,none,free,3,skilled,2,yes,yes,Risk
0_to_200,30,credits_paid_to_date,furniture,250,100_to_500,4_to_7,3,male,none,2,real_estate,19,none,own,1,skilled,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,2,savings_insurance,25,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,11,outstanding_credit,furniture,3203,100_to_500,1_to_4,2,male,none,4,car_other,43,stores,own,1,unskilled,2,yes,yes,No Risk
no_checking,38,prior_payments_delayed,other,5588,greater_1000,1_to_4,4,male,none,4,savings_insurance,43,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,8,prior_payments_delayed,car_new,2539,greater_1000,1_to_4,2,male,none,4,car_other,34,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,26,outstanding_credit,vacation,6184,500_to_1000,4_to_7,4,female,none,3,car_other,46,none,own,2,skilled,1,yes,yes,Risk
less_0,20,prior_payments_delayed,furniture,1699,100_to_500,1_to_4,3,male,none,3,car_other,27,none,own,2,skilled,1,none,yes,No Risk
greater_200,31,prior_payments_delayed,appliances,3836,100_to_500,1_to_4,3,male,none,3,savings_insurance,35,none,own,1,skilled,1,yes,yes,Risk
0_to_200,10,prior_payments_delayed,car_new,1797,greater_1000,4_to_7,3,male,none,3,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
less_0,22,credits_paid_to_date,car_new,1552,less_100,4_to_7,2,female,none,1,real_estate,27,stores,own,1,skilled,1,none,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,less_1,1,male,none,1,real_estate,27,stores,rent,1,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,radio_tv,2299,100_to_500,less_1,2,male,none,3,savings_insurance,26,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,11,credits_paid_to_date,car_new,786,less_100,unemployed,2,female,none,2,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
greater_200,24,outstanding_credit,education,8247,100_to_500,greater_7,4,female,none,4,unknown,52,none,free,2,skilled,1,yes,yes,Risk
less_0,12,all_credits_paid_back,appliances,2148,less_100,4_to_7,3,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,28,outstanding_credit,appliances,2277,greater_1000,4_to_7,2,male,none,3,savings_insurance,30,stores,own,2,unskilled,1,none,yes,No Risk
less_0,29,outstanding_credit,radio_tv,250,100_to_500,1_to_4,3,male,none,2,car_other,19,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,15,prior_payments_delayed,car_new,1749,less_100,1_to_4,2,female,none,2,car_other,38,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,41,outstanding_credit,furniture,1025,500_to_1000,1_to_4,3,male,none,3,savings_insurance,19,none,rent,1,skilled,1,yes,yes,No Risk
no_checking,33,outstanding_credit,vacation,8185,500_to_1000,greater_7,4,male,co-applicant,4,unknown,53,none,free,3,skilled,1,yes,yes,Risk
0_to_200,12,credits_paid_to_date,car_used,1827,less_100,4_to_7,3,male,co-applicant,2,savings_insurance,44,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,all_credits_paid_back,radio_tv,3705,less_100,1_to_4,3,female,none,4,car_other,41,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,5305,500_to_1000,4_to_7,4,male,guarantor,5,car_other,45,none,free,1,skilled,1,yes,yes,Risk
no_checking,37,prior_payments_delayed,repairs,5751,500_to_1000,4_to_7,3,male,none,5,car_other,47,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,8,credits_paid_to_date,furniture,1475,less_100,1_to_4,3,male,none,3,real_estate,39,none,own,1,skilled,1,yes,yes,No Risk
less_0,15,credits_paid_to_date,furniture,250,less_100,1_to_4,3,female,none,2,savings_insurance,30,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,1696,less_100,4_to_7,2,female,none,3,savings_insurance,35,bank,rent,1,unemployed,1,yes,yes,No Risk
less_0,16,credits_paid_to_date,car_new,4211,100_to_500,1_to_4,3,male,none,3,car_other,28,none,own,2,skilled,1,none,yes,No Risk
no_checking,18,outstanding_credit,appliances,3063,unknown,1_to_4,3,male,none,4,savings_insurance,49,none,own,2,management_self-employed,1,yes,no,No Risk
0_to_200,32,credits_paid_to_date,business,4766,less_100,1_to_4,4,male,none,4,savings_insurance,30,stores,rent,2,unskilled,2,none,yes,No Risk
less_0,28,credits_paid_to_date,car_used,1252,100_to_500,1_to_4,3,male,none,1,savings_insurance,20,none,rent,2,skilled,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,1_to_4,3,female,none,3,savings_insurance,38,none,own,2,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,4709,100_to_500,4_to_7,3,male,none,4,car_other,50,none,own,1,skilled,2,none,yes,No Risk
no_checking,34,credits_paid_to_date,car_used,5813,100_to_500,greater_7,5,male,none,4,car_other,40,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,41,prior_payments_delayed,appliances,3982,unknown,1_to_4,4,male,none,3,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
0_to_200,24,credits_paid_to_date,car_used,5511,500_to_1000,1_to_4,3,male,none,4,savings_insurance,37,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,28,credits_paid_to_date,appliances,2118,less_100,4_to_7,2,male,none,3,real_estate,37,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,35,prior_payments_delayed,radio_tv,3410,100_to_500,1_to_4,3,female,none,3,real_estate,31,none,own,1,skilled,1,yes,yes,Risk
0_to_200,4,no_credits,car_new,858,less_100,unemployed,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,other,8404,500_to_1000,greater_7,4,male,co-applicant,3,unknown,51,none,free,2,skilled,2,yes,yes,Risk
greater_200,19,prior_payments_delayed,radio_tv,2394,greater_1000,1_to_4,3,male,none,3,car_other,40,none,own,2,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,furniture,5276,greater_1000,4_to_7,4,female,none,4,car_other,39,none,own,3,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,1029,100_to_500,less_1,1,female,none,2,car_other,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,5325,unknown,4_to_7,3,female,co-applicant,4,savings_insurance,53,stores,own,2,unskilled,1,yes,yes,Risk
less_0,6,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,2,real_estate,26,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,30,outstanding_credit,vacation,3541,100_to_500,4_to_7,4,male,none,4,car_other,33,stores,rent,2,unskilled,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,retraining,1856,100_to_500,greater_7,4,male,none,2,unknown,36,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,7048,100_to_500,4_to_7,3,male,co-applicant,4,savings_insurance,49,none,free,2,skilled,2,yes,yes,Risk
less_0,17,credits_paid_to_date,car_new,446,500_to_1000,4_to_7,3,male,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,car_new,1731,less_100,4_to_7,2,male,none,2,car_other,36,stores,own,2,skilled,1,none,yes,Risk
no_checking,33,outstanding_credit,appliances,6132,unknown,greater_7,4,male,none,3,unknown,64,none,own,3,skilled,2,yes,yes,Risk
no_checking,25,prior_payments_delayed,car_used,5426,500_to_1000,4_to_7,4,male,none,3,car_other,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,17,credits_paid_to_date,radio_tv,2871,100_to_500,1_to_4,3,male,none,4,savings_insurance,49,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,education,5750,100_to_500,4_to_7,3,female,none,3,unknown,53,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,35,credits_paid_to_date,business,3740,greater_1000,1_to_4,3,male,none,3,car_other,19,none,own,2,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,1809,500_to_1000,less_1,3,male,co-applicant,3,savings_insurance,37,stores,own,1,unskilled,1,yes,yes,No Risk
no_checking,20,outstanding_credit,radio_tv,7217,greater_1000,1_to_4,4,male,none,5,savings_insurance,37,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,36,prior_payments_delayed,furniture,5519,500_to_1000,4_to_7,3,male,none,4,car_other,51,none,free,2,skilled,1,yes,yes,Risk
no_checking,41,prior_payments_delayed,vacation,3053,500_to_1000,greater_7,5,male,none,5,car_other,48,none,own,2,skilled,1,yes,yes,Risk
0_to_200,37,prior_payments_delayed,appliances,5358,100_to_500,4_to_7,2,female,none,2,car_other,34,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,car_used,1495,less_100,less_1,2,female,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,4626,greater_1000,4_to_7,3,male,none,3,car_other,42,none,own,2,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,radio_tv,2478,less_100,unemployed,2,male,none,3,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,42,outstanding_credit,vacation,6554,unknown,greater_7,4,male,co-applicant,3,unknown,55,none,free,3,skilled,2,yes,yes,Risk
no_checking,12,outstanding_credit,education,1688,100_to_500,greater_7,3,male,none,4,car_other,35,none,own,1,skilled,2,yes,yes,Risk
no_checking,24,prior_payments_delayed,appliances,4910,500_to_1000,less_1,4,female,none,3,car_other,45,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,33,prior_payments_delayed,education,1820,greater_1000,4_to_7,2,female,none,3,real_estate,27,stores,own,2,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,furniture,5179,unknown,4_to_7,4,male,none,5,savings_insurance,44,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,3723,100_to_500,1_to_4,4,male,none,4,car_other,28,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,10,credits_paid_to_date,furniture,2005,100_to_500,1_to_4,3,male,none,3,car_other,34,stores,own,1,skilled,1,none,yes,No Risk
no_checking,40,outstanding_credit,repairs,3244,greater_1000,4_to_7,3,male,none,4,savings_insurance,28,bank,own,1,unemployed,2,none,yes,Risk
no_checking,27,credits_paid_to_date,furniture,4295,100_to_500,1_to_4,4,male,guarantor,3,savings_insurance,50,none,own,1,skilled,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,car_used,1872,less_100,less_1,2,female,none,2,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,vacation,2298,less_100,unemployed,1,female,none,1,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,50,prior_payments_delayed,repairs,5732,500_to_1000,4_to_7,3,male,none,3,unknown,19,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,31,outstanding_credit,radio_tv,3043,100_to_500,4_to_7,3,female,none,2,savings_insurance,37,stores,own,2,skilled,1,yes,yes,No Risk
0_to_200,29,outstanding_credit,radio_tv,4193,100_to_500,4_to_7,4,male,none,4,savings_insurance,39,bank,own,2,unskilled,1,yes,yes,No Risk
less_0,9,prior_payments_delayed,car_new,332,500_to_1000,1_to_4,2,male,none,3,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,co-applicant,2,real_estate,25,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,20,outstanding_credit,car_used,3988,100_to_500,4_to_7,3,female,none,4,car_other,44,stores,own,1,unskilled,1,none,yes,Risk
no_checking,47,outstanding_credit,repairs,3766,greater_1000,greater_7,3,male,co-applicant,3,savings_insurance,33,none,own,2,skilled,1,none,yes,Risk
less_0,21,prior_payments_delayed,furniture,2641,greater_1000,less_1,1,male,none,2,savings_insurance,28,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,6,all_credits_paid_back,education,2267,100_to_500,4_to_7,3,female,none,2,real_estate,29,none,own,2,skilled,1,none,yes,No Risk
no_checking,45,outstanding_credit,education,6422,greater_1000,greater_7,5,male,co-applicant,5,unknown,49,none,free,2,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,38,stores,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,881,less_100,4_to_7,2,female,none,2,savings_insurance,27,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,22,outstanding_credit,radio_tv,1588,100_to_500,greater_7,3,female,none,3,car_other,52,none,own,2,skilled,1,yes,yes,Risk
no_checking,40,outstanding_credit,other,6638,unknown,greater_7,5,male,guarantor,5,unknown,74,none,own,3,skilled,1,yes,yes,Risk
no_checking,13,credits_paid_to_date,car_new,3699,less_100,less_1,3,female,none,3,savings_insurance,42,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,8567,unknown,1_to_4,3,male,none,4,unknown,42,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,repairs,871,less_100,1_to_4,2,female,none,2,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,furniture,1786,less_100,1_to_4,2,female,none,1,savings_insurance,40,none,own,1,skilled,1,yes,yes,No Risk
no_checking,16,outstanding_credit,radio_tv,2700,500_to_1000,1_to_4,3,male,co-applicant,5,real_estate,40,none,free,1,skilled,1,yes,yes,No Risk
0_to_200,37,prior_payments_delayed,furniture,6035,100_to_500,1_to_4,3,male,none,4,car_other,38,none,own,2,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,radio_tv,250,less_100,less_1,1,male,none,2,real_estate,29,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,car_used,4150,less_100,4_to_7,2,male,none,3,car_other,31,stores,own,1,unskilled,1,yes,yes,Risk
no_checking,26,prior_payments_delayed,car_used,3778,500_to_1000,1_to_4,3,female,none,3,car_other,30,none,rent,1,skilled,1,none,yes,No Risk
less_0,17,no_credits,car_new,250,less_100,less_1,2,male,none,2,real_estate,28,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,other,6481,unknown,greater_7,5,female,none,3,car_other,35,none,own,1,skilled,1,yes,yes,Risk
no_checking,25,outstanding_credit,appliances,7795,500_to_1000,1_to_4,3,female,none,4,car_other,49,none,own,2,skilled,1,none,yes,Risk
no_checking,48,outstanding_credit,repairs,6138,greater_1000,greater_7,4,male,co-applicant,3,unknown,49,none,own,2,skilled,2,yes,yes,Risk
0_to_200,27,outstanding_credit,furniture,2828,500_to_1000,greater_7,3,male,none,2,savings_insurance,38,stores,own,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,education,6888,less_100,1_to_4,2,female,none,1,car_other,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,4031,less_100,greater_7,4,male,none,3,car_other,41,none,own,1,skilled,1,yes,yes,No Risk
no_checking,33,outstanding_credit,furniture,4539,greater_1000,greater_7,4,male,co-applicant,5,savings_insurance,51,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,25,credits_paid_to_date,car_used,2694,greater_1000,greater_7,2,female,none,2,savings_insurance,41,stores,own,2,unskilled,1,yes,yes,No Risk
less_0,11,no_credits,car_new,250,100_to_500,less_1,2,male,none,1,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,12,credits_paid_to_date,car_new,2067,less_100,1_to_4,3,male,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,car_new,4183,500_to_1000,1_to_4,2,male,none,3,car_other,21,none,own,1,skilled,2,yes,yes,No Risk
less_0,22,credits_paid_to_date,retraining,2145,less_100,4_to_7,3,male,none,3,savings_insurance,26,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,6780,greater_1000,4_to_7,4,male,none,3,unknown,46,stores,own,2,unskilled,2,none,yes,No Risk
no_checking,24,prior_payments_delayed,car_used,6204,100_to_500,1_to_4,4,male,none,4,car_other,39,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,35,prior_payments_delayed,appliances,7842,less_100,1_to_4,3,male,co-applicant,4,car_other,37,none,own,1,skilled,1,none,yes,Risk
less_0,20,credits_paid_to_date,retraining,4683,less_100,4_to_7,2,male,none,1,savings_insurance,46,stores,free,1,skilled,1,yes,yes,No Risk
less_0,6,prior_payments_delayed,car_used,250,500_to_1000,less_1,1,female,none,1,real_estate,23,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,41,prior_payments_delayed,other,7800,500_to_1000,greater_7,5,male,co-applicant,5,car_other,45,none,free,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,co-applicant,1,savings_insurance,36,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,4563,500_to_1000,4_to_7,3,male,none,3,savings_insurance,40,none,own,2,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,822,less_100,unemployed,1,male,none,1,savings_insurance,30,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,11,all_credits_paid_back,car_used,964,less_100,1_to_4,3,female,none,1,car_other,40,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,35,prior_payments_delayed,appliances,3497,greater_1000,less_1,3,female,none,3,car_other,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,repairs,5703,unknown,4_to_7,4,female,none,2,car_other,60,none,own,2,skilled,1,yes,no,Risk
0_to_200,25,credits_paid_to_date,furniture,3716,less_100,4_to_7,4,male,none,2,car_other,38,none,own,2,skilled,1,none,yes,No Risk
0_to_200,14,no_credits,car_new,3837,less_100,1_to_4,3,male,co-applicant,2,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,car_used,4576,500_to_1000,greater_7,4,female,none,3,unknown,43,bank,own,2,unemployed,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,furniture,7081,500_to_1000,greater_7,5,male,co-applicant,4,unknown,50,none,free,2,skilled,2,yes,yes,Risk
no_checking,26,outstanding_credit,radio_tv,6565,500_to_1000,4_to_7,5,female,none,5,car_other,45,none,free,2,management_self-employed,1,yes,yes,Risk
less_0,19,all_credits_paid_back,vacation,813,less_100,less_1,2,male,none,2,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
less_0,7,prior_payments_delayed,furniture,4690,less_100,4_to_7,2,male,none,1,car_other,22,none,own,2,skilled,1,none,yes,No Risk
0_to_200,39,outstanding_credit,repairs,3569,500_to_1000,greater_7,4,male,none,3,savings_insurance,35,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,2,savings_insurance,19,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,appliances,5490,less_100,greater_7,3,male,none,2,unknown,42,none,own,1,skilled,1,yes,yes,No Risk
less_0,24,all_credits_paid_back,car_used,2718,less_100,less_1,3,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
greater_200,23,credits_paid_to_date,car_used,3583,100_to_500,4_to_7,3,male,none,4,unknown,38,none,own,1,skilled,1,yes,yes,Risk
no_checking,34,prior_payments_delayed,radio_tv,5609,unknown,4_to_7,4,female,none,4,car_other,39,stores,own,3,unskilled,2,yes,yes,Risk
less_0,11,all_credits_paid_back,retraining,1886,less_100,unemployed,2,male,none,2,car_other,24,bank,rent,1,unskilled,1,none,yes,No Risk
greater_200,25,credits_paid_to_date,radio_tv,6739,less_100,1_to_4,3,male,none,3,savings_insurance,37,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,28,outstanding_credit,education,6837,unknown,greater_7,5,male,none,5,car_other,49,none,own,3,skilled,2,yes,yes,Risk
no_checking,28,outstanding_credit,furniture,5027,500_to_1000,4_to_7,4,male,none,4,unknown,51,none,free,2,skilled,2,yes,yes,Risk
less_0,13,all_credits_paid_back,furniture,1333,less_100,less_1,2,female,none,1,real_estate,26,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,7,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,1,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,39,outstanding_credit,appliances,8297,greater_1000,4_to_7,5,male,co-applicant,5,unknown,48,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,5,prior_payments_delayed,furniture,250,less_100,less_1,2,male,none,3,savings_insurance,25,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,4945,100_to_500,4_to_7,3,male,none,3,car_other,41,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,5844,greater_1000,1_to_4,3,male,none,4,savings_insurance,48,none,own,2,skilled,1,yes,yes,No Risk
no_checking,19,credits_paid_to_date,radio_tv,2339,100_to_500,less_1,3,male,none,4,savings_insurance,39,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,20,credits_paid_to_date,car_new,1704,less_100,1_to_4,2,male,none,2,savings_insurance,41,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,17,credits_paid_to_date,radio_tv,7508,100_to_500,less_1,4,male,co-applicant,3,unknown,40,none,own,1,management_self-employed,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,furniture,3754,greater_1000,4_to_7,3,male,none,3,unknown,42,none,own,2,skilled,1,none,yes,No Risk
0_to_200,35,prior_payments_delayed,vacation,956,500_to_1000,4_to_7,4,male,co-applicant,3,savings_insurance,39,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,8,all_credits_paid_back,radio_tv,2359,less_100,1_to_4,2,female,none,2,car_other,29,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,education,250,less_100,1_to_4,2,male,none,2,savings_insurance,24,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,27,prior_payments_delayed,radio_tv,2231,less_100,1_to_4,3,male,none,2,car_other,32,none,own,2,skilled,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,retraining,1186,less_100,1_to_4,3,male,none,2,real_estate,19,none,own,1,skilled,1,yes,yes,No Risk
less_0,25,credits_paid_to_date,radio_tv,1657,less_100,4_to_7,3,male,none,2,car_other,28,none,own,1,skilled,1,none,yes,No Risk
0_to_200,31,credits_paid_to_date,retraining,1640,100_to_500,less_1,2,male,co-applicant,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,appliances,5783,500_to_1000,4_to_7,4,male,none,5,car_other,48,stores,free,2,unskilled,2,yes,yes,No Risk
no_checking,24,prior_payments_delayed,education,2770,100_to_500,4_to_7,3,female,none,4,car_other,46,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,13,prior_payments_delayed,car_new,1782,less_100,less_1,2,female,none,3,real_estate,28,none,own,2,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,1825,500_to_1000,4_to_7,3,male,none,4,real_estate,29,none,own,2,management_self-employed,1,none,yes,No Risk
greater_200,22,prior_payments_delayed,radio_tv,4662,100_to_500,greater_7,4,female,none,4,unknown,42,none,own,2,skilled,2,yes,yes,Risk
no_checking,23,prior_payments_delayed,radio_tv,2775,100_to_500,greater_7,3,male,co-applicant,4,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
0_to_200,25,outstanding_credit,appliances,5086,greater_1000,1_to_4,3,male,none,4,savings_insurance,34,none,own,2,skilled,1,none,yes,No Risk
no_checking,15,credits_paid_to_date,radio_tv,3440,less_100,4_to_7,4,male,none,4,savings_insurance,37,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,appliances,4534,less_100,4_to_7,4,male,none,4,unknown,36,none,own,1,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,1,real_estate,26,none,rent,1,skilled,1,none,yes,No Risk
no_checking,34,outstanding_credit,repairs,6373,500_to_1000,greater_7,5,male,co-applicant,5,unknown,48,none,free,2,management_self-employed,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,less_1,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,22,prior_payments_delayed,radio_tv,3901,less_100,less_1,3,male,none,2,car_other,38,none,own,2,skilled,1,none,yes,Risk
no_checking,32,prior_payments_delayed,car_used,5506,500_to_1000,1_to_4,4,male,none,3,car_other,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,furniture,7782,greater_1000,greater_7,4,male,co-applicant,5,unknown,53,none,own,2,skilled,2,yes,yes,Risk
less_0,22,credits_paid_to_date,radio_tv,250,500_to_1000,unemployed,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,27,prior_payments_delayed,business,7103,less_100,1_to_4,4,female,none,4,savings_insurance,35,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
greater_200,36,outstanding_credit,repairs,5237,500_to_1000,greater_7,4,male,none,4,car_other,49,none,own,2,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,vacation,250,less_100,less_1,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,radio_tv,7546,500_to_1000,4_to_7,4,male,none,4,car_other,49,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,24,credits_paid_to_date,radio_tv,250,500_to_1000,less_1,3,male,none,3,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,radio_tv,6160,100_to_500,1_to_4,4,female,none,2,savings_insurance,36,none,own,1,management_self-employed,1,yes,yes,No Risk
greater_200,17,outstanding_credit,radio_tv,3282,500_to_1000,greater_7,4,male,co-applicant,3,savings_insurance,45,none,own,1,skilled,1,none,yes,Risk
no_checking,28,outstanding_credit,radio_tv,6609,500_to_1000,4_to_7,4,male,none,5,unknown,51,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,18,outstanding_credit,appliances,5191,100_to_500,greater_7,5,male,none,4,unknown,34,none,own,1,management_self-employed,1,none,yes,Risk
less_0,15,prior_payments_delayed,furniture,1163,less_100,4_to_7,3,male,none,3,savings_insurance,33,none,own,2,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,2040,less_100,1_to_4,3,male,none,2,real_estate,28,none,rent,1,skilled,1,none,no,No Risk
no_checking,24,prior_payments_delayed,car_used,4981,unknown,greater_7,4,male,none,5,unknown,49,none,own,2,unskilled,2,yes,yes,Risk
less_0,4,prior_payments_delayed,furniture,896,100_to_500,unemployed,1,male,none,1,savings_insurance,23,none,own,1,skilled,2,yes,yes,No Risk
no_checking,44,outstanding_credit,appliances,6432,greater_1000,greater_7,5,male,co-applicant,5,car_other,55,none,own,2,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_used,3384,100_to_500,unemployed,1,male,co-applicant,1,savings_insurance,35,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,repairs,4401,500_to_1000,4_to_7,3,female,co-applicant,3,car_other,42,stores,free,2,skilled,1,none,yes,No Risk
no_checking,10,credits_paid_to_date,car_used,2133,greater_1000,4_to_7,2,male,none,2,car_other,37,none,own,2,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,furniture,4514,500_to_1000,greater_7,4,male,co-applicant,5,savings_insurance,40,none,own,2,skilled,1,none,yes,Risk
greater_200,10,prior_payments_delayed,car_new,1071,100_to_500,1_to_4,3,male,none,3,savings_insurance,34,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,11,prior_payments_delayed,vacation,5537,less_100,4_to_7,4,male,none,2,unknown,34,none,own,2,skilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,3200,less_100,unemployed,2,male,none,2,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
0_to_200,24,outstanding_credit,radio_tv,3265,100_to_500,4_to_7,4,male,none,2,savings_insurance,34,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,250,100_to_500,less_1,1,male,none,1,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,retraining,5154,less_100,greater_7,4,male,none,4,car_other,36,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,14,credits_paid_to_date,appliances,2527,500_to_1000,1_to_4,2,male,none,2,savings_insurance,24,none,own,1,skilled,1,none,yes,Risk
no_checking,39,credits_paid_to_date,appliances,6322,100_to_500,greater_7,5,female,none,5,savings_insurance,34,none,free,2,management_self-employed,1,yes,yes,Risk
less_0,9,credits_paid_to_date,car_new,250,less_100,less_1,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,19,prior_payments_delayed,radio_tv,5730,less_100,less_1,3,female,none,3,unknown,34,bank,own,1,unemployed,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,2313,less_100,1_to_4,2,female,none,1,car_other,20,stores,own,1,skilled,1,none,yes,Risk
no_checking,26,prior_payments_delayed,appliances,5614,unknown,4_to_7,3,male,none,4,savings_insurance,37,none,own,2,skilled,2,none,yes,No Risk
greater_200,14,prior_payments_delayed,car_new,3511,100_to_500,1_to_4,2,male,none,3,savings_insurance,39,none,free,2,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,furniture,6328,unknown,4_to_7,4,female,co-applicant,3,car_other,45,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,16,outstanding_credit,radio_tv,1733,greater_1000,4_to_7,3,male,none,3,savings_insurance,47,none,own,1,skilled,1,none,yes,Risk
no_checking,43,credits_paid_to_date,radio_tv,4875,unknown,greater_7,4,male,co-applicant,3,car_other,50,none,own,3,skilled,2,yes,yes,Risk
greater_200,24,outstanding_credit,education,2874,500_to_1000,4_to_7,4,male,none,3,savings_insurance,23,none,own,1,skilled,1,none,no,No Risk
0_to_200,23,credits_paid_to_date,retraining,4556,less_100,1_to_4,2,male,none,3,savings_insurance,30,none,own,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,radio_tv,1061,less_100,less_1,1,female,none,1,savings_insurance,37,none,own,1,skilled,1,none,yes,No Risk
greater_200,23,prior_payments_delayed,car_used,3161,greater_1000,4_to_7,2,male,none,2,car_other,46,none,own,2,skilled,1,yes,yes,Risk
no_checking,32,prior_payments_delayed,furniture,4688,500_to_1000,4_to_7,4,male,none,4,car_other,51,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,3328,less_100,1_to_4,3,female,none,3,car_other,41,bank,own,2,unskilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,1,savings_insurance,21,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,furniture,7394,greater_1000,4_to_7,4,male,co-applicant,3,car_other,45,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,34,prior_payments_delayed,education,4244,500_to_1000,greater_7,4,male,none,3,savings_insurance,33,none,own,1,skilled,2,yes,yes,Risk
no_checking,25,prior_payments_delayed,radio_tv,5137,100_to_500,1_to_4,3,female,none,3,car_other,57,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,18,credits_paid_to_date,car_used,424,less_100,1_to_4,3,female,none,2,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,appliances,8121,500_to_1000,greater_7,5,male,co-applicant,4,unknown,66,none,free,3,management_self-employed,2,yes,yes,Risk
less_0,12,prior_payments_delayed,furniture,1808,less_100,4_to_7,3,female,none,2,car_other,40,none,own,2,skilled,1,yes,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,5844,100_to_500,1_to_4,4,male,none,4,car_other,26,none,own,1,skilled,1,yes,yes,Risk
less_0,31,credits_paid_to_date,car_used,4095,500_to_1000,1_to_4,3,female,none,1,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
less_0,23,prior_payments_delayed,education,3015,less_100,less_1,2,male,none,2,car_other,32,none,own,1,skilled,1,yes,yes,No Risk
less_0,8,prior_payments_delayed,furniture,1004,500_to_1000,4_to_7,2,male,none,3,car_other,41,stores,own,2,unskilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,car_new,2753,less_100,unemployed,2,male,none,3,car_other,23,none,rent,1,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,car_used,1957,less_100,1_to_4,3,male,none,1,real_estate,33,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,3840,less_100,less_1,3,female,none,2,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,26,outstanding_credit,radio_tv,9152,500_to_1000,greater_7,5,male,co-applicant,3,car_other,48,none,free,2,skilled,2,yes,yes,Risk
greater_200,4,all_credits_paid_back,car_new,3692,500_to_1000,less_1,3,male,none,2,real_estate,30,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,radio_tv,6661,100_to_500,greater_7,5,male,co-applicant,4,savings_insurance,43,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,9,all_credits_paid_back,car_used,2002,500_to_1000,less_1,2,female,none,3,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,no_credits,furniture,4832,less_100,1_to_4,2,female,none,3,car_other,33,none,free,2,skilled,1,none,yes,No Risk
0_to_200,10,credits_paid_to_date,repairs,2224,less_100,4_to_7,3,male,none,3,car_other,29,none,own,1,skilled,1,none,yes,Risk
less_0,16,credits_paid_to_date,furniture,2924,500_to_1000,unemployed,2,female,none,3,savings_insurance,23,none,rent,2,skilled,2,none,yes,No Risk
less_0,16,credits_paid_to_date,car_new,250,500_to_1000,4_to_7,3,female,none,3,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,appliances,6512,unknown,4_to_7,5,male,none,5,unknown,41,none,free,2,management_self-employed,2,yes,yes,No Risk
greater_200,19,all_credits_paid_back,furniture,624,less_100,4_to_7,2,female,co-applicant,3,car_other,30,stores,own,1,unskilled,1,yes,yes,Risk
0_to_200,24,prior_payments_delayed,business,4956,less_100,4_to_7,4,male,none,4,unknown,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,3549,500_to_1000,4_to_7,3,male,guarantor,4,unknown,48,none,free,2,skilled,1,yes,yes,Risk
0_to_200,20,prior_payments_delayed,radio_tv,3787,greater_1000,1_to_4,3,male,none,4,car_other,34,none,rent,1,skilled,1,yes,yes,Risk
0_to_200,12,prior_payments_delayed,radio_tv,250,500_to_1000,less_1,2,female,none,2,real_estate,35,none,own,1,skilled,1,none,yes,No Risk
0_to_200,33,prior_payments_delayed,business,4723,500_to_1000,4_to_7,3,male,co-applicant,2,savings_insurance,42,none,own,2,skilled,1,none,yes,No Risk
less_0,4,prior_payments_delayed,vacation,250,500_to_1000,less_1,2,female,none,2,car_other,32,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,retraining,4312,less_100,1_to_4,3,female,co-applicant,1,savings_insurance,44,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,furniture,11347,unknown,4_to_7,4,male,co-applicant,3,car_other,28,none,free,3,skilled,2,yes,yes,Risk
0_to_200,17,credits_paid_to_date,car_new,2082,less_100,1_to_4,3,male,none,3,real_estate,41,none,own,2,skilled,1,none,yes,No Risk
no_checking,19,outstanding_credit,business,3885,500_to_1000,greater_7,4,male,none,4,savings_insurance,36,none,own,1,management_self-employed,2,yes,yes,No Risk
less_0,18,credits_paid_to_date,car_new,1939,500_to_1000,1_to_4,3,male,none,2,savings_insurance,31,stores,own,1,unskilled,1,none,yes,No Risk
greater_200,9,credits_paid_to_date,furniture,4854,less_100,4_to_7,3,female,none,4,savings_insurance,45,none,own,1,skilled,1,none,yes,Risk
no_checking,25,credits_paid_to_date,radio_tv,4968,100_to_500,1_to_4,3,male,none,2,car_other,39,none,free,2,skilled,1,yes,yes,Risk
no_checking,36,prior_payments_delayed,vacation,7694,unknown,greater_7,5,male,co-applicant,3,unknown,46,stores,own,3,unskilled,2,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,1,real_estate,23,stores,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,business,5084,100_to_500,greater_7,4,female,none,3,savings_insurance,36,none,own,2,skilled,1,none,yes,Risk
no_checking,25,prior_payments_delayed,car_used,4781,100_to_500,1_to_4,3,male,none,4,savings_insurance,41,stores,rent,1,unskilled,1,yes,yes,No Risk
less_0,8,all_credits_paid_back,car_new,1996,less_100,unemployed,2,female,none,1,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
less_0,11,credits_paid_to_date,car_used,250,500_to_1000,1_to_4,3,female,none,2,savings_insurance,39,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,34,prior_payments_delayed,appliances,2295,100_to_500,1_to_4,2,male,none,1,car_other,32,stores,own,1,skilled,2,yes,yes,No Risk
less_0,13,all_credits_paid_back,furniture,250,less_100,less_1,1,male,none,2,real_estate,26,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,10,prior_payments_delayed,car_new,3752,greater_1000,1_to_4,2,female,none,2,savings_insurance,32,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,30,outstanding_credit,repairs,8382,500_to_1000,greater_7,5,male,co-applicant,4,car_other,49,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,31,credits_paid_to_date,radio_tv,250,less_100,less_1,2,female,none,1,savings_insurance,19,bank,rent,1,unemployed,1,yes,yes,No Risk
greater_200,46,prior_payments_delayed,radio_tv,5727,greater_1000,4_to_7,3,female,co-applicant,4,unknown,43,none,own,2,skilled,1,none,yes,Risk
less_0,6,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,1,savings_insurance,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,6690,100_to_500,1_to_4,3,male,none,4,car_other,45,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,12,credits_paid_to_date,vacation,1731,500_to_1000,4_to_7,4,male,none,3,savings_insurance,40,none,rent,1,management_self-employed,1,none,yes,Risk
greater_200,30,outstanding_credit,other,4760,500_to_1000,greater_7,5,male,co-applicant,4,savings_insurance,48,none,free,2,skilled,1,yes,yes,Risk
less_0,10,prior_payments_delayed,furniture,1112,less_100,4_to_7,3,male,none,3,real_estate,31,none,own,2,skilled,1,none,yes,No Risk
0_to_200,29,outstanding_credit,radio_tv,3668,100_to_500,greater_7,3,male,none,2,unknown,40,none,own,2,skilled,1,none,yes,Risk
0_to_200,39,prior_payments_delayed,furniture,7214,greater_1000,greater_7,3,male,none,4,car_other,24,bank,own,2,unemployed,1,yes,no,Risk
no_checking,28,outstanding_credit,appliances,11366,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,62,stores,own,2,unskilled,2,yes,yes,Risk
less_0,15,prior_payments_delayed,radio_tv,250,less_100,4_to_7,2,male,none,1,real_estate,25,stores,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,appliances,8268,500_to_1000,4_to_7,4,male,co-applicant,5,unknown,49,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,appliances,6599,100_to_500,greater_7,5,male,none,5,savings_insurance,37,none,free,2,management_self-employed,1,none,yes,No Risk
0_to_200,13,no_credits,car_new,3216,less_100,unemployed,2,male,none,2,savings_insurance,20,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_used,250,100_to_500,1_to_4,2,female,none,2,savings_insurance,25,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,39,outstanding_credit,furniture,5712,unknown,greater_7,4,male,co-applicant,3,car_other,46,none,own,2,skilled,2,yes,no,Risk
less_0,14,all_credits_paid_back,car_new,4120,100_to_500,4_to_7,2,male,none,3,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,radio_tv,6138,greater_1000,greater_7,5,male,co-applicant,5,car_other,48,none,free,2,skilled,2,yes,yes,Risk
0_to_200,21,outstanding_credit,car_used,5162,100_to_500,1_to_4,2,female,none,3,savings_insurance,40,bank,own,1,unemployed,1,yes,yes,No Risk
less_0,27,credits_paid_to_date,furniture,1820,500_to_1000,4_to_7,3,female,none,3,savings_insurance,33,stores,own,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,radio_tv,250,less_100,less_1,2,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,38,prior_payments_delayed,radio_tv,2754,unknown,greater_7,3,male,none,4,unknown,34,stores,rent,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,less_1,1,female,co-applicant,1,real_estate,29,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,retraining,3357,less_100,1_to_4,3,male,none,2,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_used,818,100_to_500,1_to_4,2,female,none,2,savings_insurance,37,stores,own,2,skilled,1,none,yes,No Risk
greater_200,29,prior_payments_delayed,furniture,3775,greater_1000,4_to_7,3,male,none,4,unknown,40,none,rent,1,skilled,1,yes,yes,Risk
less_0,9,prior_payments_delayed,car_new,3005,less_100,4_to_7,3,female,none,1,savings_insurance,46,none,own,2,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,radio_tv,4519,500_to_1000,4_to_7,3,female,none,4,savings_insurance,55,bank,own,2,unskilled,1,yes,yes,Risk
greater_200,7,prior_payments_delayed,repairs,250,500_to_1000,1_to_4,3,female,none,2,savings_insurance,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,other,6510,greater_1000,greater_7,5,male,co-applicant,5,unknown,48,none,free,2,skilled,1,yes,yes,Risk
no_checking,21,prior_payments_delayed,radio_tv,2329,100_to_500,1_to_4,2,female,none,4,car_other,45,none,own,2,skilled,1,none,yes,Risk
less_0,28,outstanding_credit,furniture,4197,100_to_500,1_to_4,3,female,none,3,car_other,34,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,9,all_credits_paid_back,appliances,250,less_100,unemployed,2,male,none,1,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,furniture,2233,500_to_1000,less_1,3,female,none,3,car_other,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,19,credits_paid_to_date,furniture,2378,100_to_500,1_to_4,3,female,none,3,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
less_0,25,credits_paid_to_date,car_new,1186,less_100,less_1,2,male,none,2,car_other,22,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,23,credits_paid_to_date,car_new,2401,less_100,1_to_4,3,female,none,3,car_other,33,stores,rent,1,skilled,1,none,yes,Risk
no_checking,25,outstanding_credit,radio_tv,6608,500_to_1000,4_to_7,3,male,guarantor,3,car_other,57,none,own,1,skilled,1,yes,yes,Risk
greater_200,30,prior_payments_delayed,car_used,3511,unknown,1_to_4,2,male,none,4,car_other,36,none,own,1,skilled,2,yes,yes,No Risk
less_0,11,prior_payments_delayed,car_used,3098,less_100,1_to_4,3,male,none,3,savings_insurance,32,none,own,1,skilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,unemployed,1,male,none,2,savings_insurance,19,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,35,prior_payments_delayed,car_used,4119,100_to_500,greater_7,4,female,none,4,car_other,46,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,27,credits_paid_to_date,business,3750,100_to_500,1_to_4,4,male,none,3,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,5201,100_to_500,greater_7,4,female,guarantor,3,savings_insurance,52,none,free,1,skilled,1,none,yes,Risk
no_checking,34,all_credits_paid_back,car_used,5841,100_to_500,4_to_7,3,female,none,4,savings_insurance,44,none,own,2,skilled,1,yes,yes,Risk
no_checking,30,outstanding_credit,radio_tv,6657,unknown,greater_7,4,male,none,5,car_other,54,none,own,2,skilled,2,yes,yes,No Risk
no_checking,29,all_credits_paid_back,radio_tv,3860,less_100,4_to_7,3,female,guarantor,3,car_other,49,none,free,1,unskilled,1,none,yes,Risk
no_checking,37,prior_payments_delayed,furniture,5823,500_to_1000,4_to_7,4,male,guarantor,5,car_other,58,none,free,2,skilled,1,yes,yes,Risk
0_to_200,4,no_credits,car_new,4981,less_100,less_1,3,female,none,2,car_other,22,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,27,outstanding_credit,retraining,5229,100_to_500,4_to_7,4,female,co-applicant,4,car_other,43,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,18,credits_paid_to_date,car_new,4892,100_to_500,less_1,3,male,none,3,savings_insurance,21,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,6542,100_to_500,greater_7,5,male,none,5,car_other,46,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,15,credits_paid_to_date,appliances,1107,100_to_500,less_1,2,male,co-applicant,3,real_estate,37,none,own,1,skilled,1,yes,yes,No Risk
greater_200,32,outstanding_credit,furniture,6563,unknown,greater_7,4,male,co-applicant,5,car_other,51,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,30,prior_payments_delayed,car_used,2246,100_to_500,greater_7,4,female,none,2,savings_insurance,31,stores,own,1,skilled,1,none,yes,Risk
0_to_200,14,credits_paid_to_date,furniture,1252,less_100,less_1,3,female,none,3,car_other,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,retraining,3717,500_to_1000,1_to_4,3,female,none,3,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_used,360,less_100,unemployed,2,female,none,1,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
0_to_200,5,prior_payments_delayed,appliances,1259,500_to_1000,1_to_4,1,female,co-applicant,2,car_other,40,stores,own,1,unskilled,1,yes,yes,Risk
less_0,13,prior_payments_delayed,car_used,1340,100_to_500,4_to_7,3,male,co-applicant,3,real_estate,45,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,19,credits_paid_to_date,car_new,4349,500_to_1000,less_1,3,male,none,2,car_other,23,bank,own,2,unskilled,2,yes,yes,No Risk
less_0,29,prior_payments_delayed,radio_tv,1811,less_100,1_to_4,3,male,none,3,car_other,34,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,education,442,less_100,less_1,2,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,24,outstanding_credit,car_used,2349,100_to_500,1_to_4,2,male,co-applicant,4,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,3875,500_to_1000,4_to_7,4,male,none,2,savings_insurance,42,none,own,2,skilled,1,yes,yes,Risk
less_0,11,prior_payments_delayed,furniture,2017,less_100,1_to_4,3,female,none,2,car_other,33,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,retraining,250,less_100,4_to_7,2,male,none,3,savings_insurance,27,none,own,1,skilled,1,none,yes,Risk
no_checking,33,prior_payments_delayed,furniture,5933,greater_1000,greater_7,4,male,none,4,unknown,48,none,free,2,skilled,1,yes,yes,Risk
no_checking,16,outstanding_credit,car_used,7282,500_to_1000,less_1,4,male,none,5,car_other,35,none,free,2,management_self-employed,1,yes,yes,No Risk
no_checking,37,prior_payments_delayed,furniture,6254,500_to_1000,4_to_7,3,female,co-applicant,4,savings_insurance,47,none,own,2,skilled,1,yes,yes,Risk
0_to_200,9,no_credits,furniture,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,furniture,1781,less_100,less_1,1,male,none,1,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,furniture,1151,greater_1000,greater_7,2,male,none,3,car_other,31,bank,rent,1,unemployed,1,yes,yes,No Risk
0_to_200,18,prior_payments_delayed,furniture,3309,100_to_500,greater_7,2,male,none,3,car_other,35,none,own,1,skilled,1,yes,yes,No Risk
no_checking,44,prior_payments_delayed,retraining,3395,500_to_1000,4_to_7,4,male,none,2,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,furniture,868,less_100,1_to_4,3,female,none,3,real_estate,23,bank,rent,2,unemployed,1,none,yes,No Risk
no_checking,23,prior_payments_delayed,radio_tv,2359,100_to_500,1_to_4,3,male,co-applicant,4,real_estate,33,stores,own,1,skilled,1,yes,yes,No Risk
0_to_200,13,credits_paid_to_date,car_used,3315,less_100,less_1,3,female,none,3,real_estate,29,none,own,2,skilled,1,yes,yes,No Risk
less_0,17,prior_payments_delayed,radio_tv,250,less_100,4_to_7,3,male,none,2,savings_insurance,30,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,27,outstanding_credit,appliances,6716,greater_1000,4_to_7,3,male,none,4,car_other,34,none,own,2,skilled,2,yes,yes,Risk
no_checking,24,prior_payments_delayed,repairs,1766,100_to_500,1_to_4,2,male,none,2,savings_insurance,33,none,own,1,skilled,1,none,yes,Risk
0_to_200,16,all_credits_paid_back,car_new,2878,less_100,1_to_4,3,male,none,3,car_other,37,none,rent,1,skilled,2,yes,yes,Risk
less_0,22,credits_paid_to_date,furniture,1190,less_100,4_to_7,3,male,none,2,savings_insurance,24,none,own,1,skilled,2,yes,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,6795,greater_1000,1_to_4,4,male,none,5,car_other,39,none,own,2,unskilled,1,yes,yes,No Risk
0_to_200,12,no_credits,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,furniture,2902,less_100,1_to_4,3,male,none,2,real_estate,29,none,own,2,skilled,1,none,yes,No Risk
less_0,18,prior_payments_delayed,car_new,250,greater_1000,greater_7,2,male,none,2,car_other,34,stores,own,1,unskilled,1,none,yes,No Risk
less_0,8,prior_payments_delayed,furniture,2842,less_100,1_to_4,3,female,none,2,real_estate,35,none,own,1,skilled,1,none,yes,No Risk
less_0,8,credits_paid_to_date,furniture,2149,less_100,unemployed,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
greater_200,21,outstanding_credit,car_used,4936,100_to_500,4_to_7,4,male,none,4,unknown,42,none,own,2,skilled,1,none,yes,Risk
no_checking,37,outstanding_credit,other,7916,unknown,greater_7,5,female,none,5,unknown,53,none,own,3,skilled,2,yes,yes,Risk
0_to_200,15,prior_payments_delayed,radio_tv,1801,less_100,4_to_7,3,male,co-applicant,2,car_other,44,none,own,2,skilled,1,yes,yes,No Risk
less_0,14,no_credits,car_used,2588,less_100,unemployed,2,male,none,2,savings_insurance,22,none,own,1,skilled,1,none,yes,No Risk
less_0,40,credits_paid_to_date,business,2388,greater_1000,1_to_4,3,female,none,3,savings_insurance,21,stores,own,2,skilled,1,none,yes,No Risk
less_0,4,no_credits,furniture,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,43,outstanding_credit,repairs,4814,500_to_1000,greater_7,4,male,none,4,car_other,38,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,34,outstanding_credit,education,6650,500_to_1000,4_to_7,4,male,co-applicant,3,car_other,39,none,free,2,skilled,1,yes,yes,Risk
greater_200,36,prior_payments_delayed,appliances,7673,100_to_500,4_to_7,4,male,none,4,car_other,38,none,own,2,skilled,1,yes,yes,No Risk
no_checking,33,outstanding_credit,repairs,4798,500_to_1000,4_to_7,4,male,none,5,unknown,49,none,free,2,skilled,1,yes,yes,Risk
greater_200,21,credits_paid_to_date,radio_tv,2635,greater_1000,greater_7,4,male,none,3,car_other,37,none,own,2,skilled,1,none,yes,No Risk
0_to_200,5,all_credits_paid_back,car_used,3261,less_100,less_1,2,female,none,2,real_estate,36,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,education,4811,100_to_500,greater_7,4,male,none,3,car_other,34,none,free,2,skilled,1,yes,yes,No Risk
less_0,11,all_credits_paid_back,car_new,1932,less_100,less_1,2,female,none,3,savings_insurance,22,bank,own,2,unskilled,2,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,6092,100_to_500,less_1,4,male,none,3,savings_insurance,39,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,500_to_1000,less_1,1,male,none,1,real_estate,30,none,rent,1,skilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,furniture,7443,500_to_1000,4_to_7,5,male,guarantor,3,car_other,64,stores,free,2,unskilled,1,yes,yes,Risk
less_0,20,credits_paid_to_date,car_new,250,less_100,4_to_7,2,female,none,2,real_estate,32,stores,own,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,6145,unknown,greater_7,5,male,co-applicant,4,unknown,56,none,free,2,skilled,2,yes,yes,Risk
greater_200,27,outstanding_credit,appliances,1371,500_to_1000,4_to_7,2,male,none,2,savings_insurance,36,none,free,2,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,other,6801,greater_1000,greater_7,4,male,co-applicant,3,car_other,54,none,free,2,skilled,1,yes,yes,Risk
no_checking,38,outstanding_credit,radio_tv,3005,greater_1000,greater_7,3,male,none,3,unknown,50,bank,own,1,unemployed,1,yes,yes,Risk
less_0,11,all_credits_paid_back,car_new,2506,less_100,1_to_4,1,female,none,2,savings_insurance,37,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,27,outstanding_credit,business,6520,500_to_1000,greater_7,5,male,none,5,car_other,44,stores,own,2,unskilled,1,yes,no,No Risk
0_to_200,24,credits_paid_to_date,retraining,3947,less_100,4_to_7,4,male,none,2,car_other,42,bank,own,2,unskilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,car_used,4628,greater_1000,greater_7,4,male,co-applicant,4,savings_insurance,45,none,own,1,skilled,1,yes,yes,Risk
no_checking,32,outstanding_credit,appliances,6886,500_to_1000,1_to_4,4,female,none,4,unknown,47,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,38,outstanding_credit,radio_tv,4113,greater_1000,greater_7,4,male,co-applicant,3,car_other,41,none,free,2,skilled,1,yes,yes,Risk
greater_200,41,prior_payments_delayed,radio_tv,7078,unknown,4_to_7,3,male,none,3,unknown,42,none,free,2,skilled,2,yes,yes,No Risk
less_0,9,all_credits_paid_back,vacation,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,car_new,3203,less_100,less_1,3,female,none,2,savings_insurance,35,none,own,1,skilled,1,yes,yes,No Risk
no_checking,39,prior_payments_delayed,furniture,6483,500_to_1000,greater_7,4,male,co-applicant,3,unknown,37,stores,own,1,unemployed,1,yes,yes,Risk
no_checking,42,outstanding_credit,education,8907,unknown,greater_7,6,male,co-applicant,5,unknown,60,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,36,prior_payments_delayed,appliances,3960,greater_1000,greater_7,4,female,none,3,savings_insurance,46,none,own,2,management_self-employed,1,none,no,Risk
no_checking,33,prior_payments_delayed,appliances,7072,greater_1000,greater_7,4,male,co-applicant,3,savings_insurance,41,none,free,2,skilled,2,yes,yes,Risk
no_checking,22,credits_paid_to_date,radio_tv,5339,100_to_500,greater_7,4,female,none,5,savings_insurance,48,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,40,prior_payments_delayed,repairs,8673,500_to_1000,greater_7,5,male,co-applicant,4,car_other,53,none,own,2,skilled,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,less_1,1,male,none,2,real_estate,24,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,7860,500_to_1000,4_to_7,5,male,none,3,savings_insurance,44,none,free,3,skilled,1,yes,yes,No Risk
no_checking,17,outstanding_credit,car_used,1501,unknown,greater_7,4,female,none,5,car_other,45,none,own,2,skilled,2,yes,yes,Risk
no_checking,27,prior_payments_delayed,radio_tv,6693,100_to_500,greater_7,5,male,none,3,car_other,48,none,free,2,management_self-employed,1,none,yes,No Risk
0_to_200,12,prior_payments_delayed,radio_tv,1854,less_100,4_to_7,2,female,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,Risk
0_to_200,14,all_credits_paid_back,car_used,3056,less_100,less_1,3,female,none,1,savings_insurance,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,17,credits_paid_to_date,radio_tv,1071,500_to_1000,4_to_7,2,male,none,2,savings_insurance,48,none,own,1,skilled,1,yes,yes,No Risk
greater_200,23,credits_paid_to_date,radio_tv,4510,500_to_1000,1_to_4,4,female,none,4,savings_insurance,41,none,own,1,skilled,2,none,yes,No Risk
0_to_200,5,credits_paid_to_date,car_new,470,less_100,less_1,2,female,none,3,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
0_to_200,39,prior_payments_delayed,radio_tv,6650,100_to_500,greater_7,5,female,none,2,unknown,39,none,own,2,skilled,1,yes,yes,Risk
less_0,4,no_credits,car_new,250,less_100,unemployed,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,5720,500_to_1000,less_1,3,female,guarantor,4,savings_insurance,47,none,free,2,skilled,1,yes,yes,Risk
0_to_200,22,credits_paid_to_date,car_used,988,less_100,1_to_4,2,male,none,2,savings_insurance,31,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,radio_tv,6971,unknown,4_to_7,5,male,co-applicant,5,unknown,45,stores,free,2,unskilled,2,yes,yes,Risk
less_0,12,no_credits,car_new,376,less_100,1_to_4,2,female,none,2,real_estate,25,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,18,prior_payments_delayed,radio_tv,965,less_100,less_1,2,female,none,1,savings_insurance,39,bank,rent,1,unemployed,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,radio_tv,5742,500_to_1000,4_to_7,4,male,none,3,car_other,52,none,free,2,skilled,1,none,yes,No Risk
no_checking,18,outstanding_credit,appliances,4561,100_to_500,greater_7,4,female,none,5,unknown,37,none,own,1,skilled,2,yes,yes,Risk
0_to_200,22,credits_paid_to_date,car_used,5517,500_to_1000,1_to_4,3,female,none,2,savings_insurance,35,none,own,2,skilled,2,yes,yes,No Risk
no_checking,20,credits_paid_to_date,car_new,1061,500_to_1000,greater_7,4,male,none,3,car_other,36,none,own,2,skilled,1,yes,yes,Risk
no_checking,41,prior_payments_delayed,furniture,5074,greater_1000,1_to_4,4,male,none,4,savings_insurance,40,none,own,2,management_self-employed,1,none,yes,No Risk
greater_200,30,outstanding_credit,radio_tv,3738,500_to_1000,1_to_4,3,male,co-applicant,3,car_other,35,none,own,2,skilled,2,yes,yes,Risk
no_checking,25,prior_payments_delayed,car_used,5992,unknown,4_to_7,4,male,none,4,savings_insurance,38,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,30,outstanding_credit,vacation,9535,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,35,none,own,2,skilled,1,yes,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,5060,500_to_1000,4_to_7,4,male,co-applicant,5,car_other,50,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,co-applicant,2,real_estate,33,stores,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,business,5941,unknown,greater_7,5,male,none,4,car_other,52,none,own,2,skilled,2,yes,yes,Risk
no_checking,21,credits_paid_to_date,radio_tv,5422,100_to_500,1_to_4,4,male,guarantor,4,savings_insurance,34,none,free,1,management_self-employed,1,yes,yes,No Risk
no_checking,24,outstanding_credit,car_used,5064,500_to_1000,4_to_7,4,male,none,2,car_other,49,none,own,2,skilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,radio_tv,250,100_to_500,1_to_4,3,male,co-applicant,3,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,furniture,1901,less_100,4_to_7,2,male,none,1,savings_insurance,31,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,radio_tv,3916,greater_1000,1_to_4,2,female,co-applicant,2,savings_insurance,42,stores,free,3,unskilled,1,yes,no,No Risk
less_0,18,prior_payments_delayed,radio_tv,2618,500_to_1000,1_to_4,2,male,none,1,savings_insurance,22,bank,rent,1,unskilled,1,yes,yes,No Risk
no_checking,19,credits_paid_to_date,repairs,6343,less_100,less_1,3,male,none,4,car_other,41,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,furniture,6459,100_to_500,1_to_4,4,male,guarantor,5,savings_insurance,44,stores,own,1,unskilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,5590,100_to_500,1_to_4,4,female,none,4,savings_insurance,42,none,own,1,skilled,1,none,yes,No Risk
less_0,20,prior_payments_delayed,retraining,3822,less_100,greater_7,3,male,none,3,car_other,35,bank,own,1,unskilled,1,yes,yes,Risk
no_checking,29,credits_paid_to_date,radio_tv,1639,500_to_1000,greater_7,3,male,none,3,savings_insurance,25,none,own,1,skilled,2,yes,no,No Risk
0_to_200,20,credits_paid_to_date,car_new,4373,less_100,1_to_4,2,female,none,2,savings_insurance,36,none,rent,1,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,radio_tv,250,less_100,unemployed,1,male,none,1,real_estate,40,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,3292,less_100,1_to_4,3,male,none,4,savings_insurance,36,stores,own,2,unskilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,education,251,less_100,4_to_7,3,male,none,2,savings_insurance,34,none,own,2,management_self-employed,1,yes,yes,No Risk
no_checking,33,credits_paid_to_date,retraining,7064,greater_1000,1_to_4,4,male,none,5,unknown,44,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,11,credits_paid_to_date,furniture,3029,less_100,4_to_7,3,male,none,3,real_estate,28,stores,own,2,unskilled,2,yes,yes,No Risk
no_checking,42,prior_payments_delayed,appliances,5313,500_to_1000,greater_7,5,male,co-applicant,4,savings_insurance,47,none,free,2,skilled,1,yes,yes,Risk
no_checking,23,prior_payments_delayed,car_used,1272,100_to_500,1_to_4,3,male,none,4,savings_insurance,45,none,free,2,skilled,1,yes,yes,Risk
no_checking,28,prior_payments_delayed,appliances,4503,greater_1000,4_to_7,4,male,none,3,savings_insurance,36,none,own,1,management_self-employed,2,none,yes,No Risk
greater_200,33,prior_payments_delayed,radio_tv,4758,100_to_500,4_to_7,4,male,none,4,car_other,32,none,own,2,skilled,1,none,yes,Risk
less_0,23,credits_paid_to_date,business,2683,100_to_500,1_to_4,3,male,none,3,savings_insurance,29,none,rent,1,skilled,1,none,yes,No Risk
less_0,14,prior_payments_delayed,car_new,250,less_100,1_to_4,2,male,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,repairs,7074,greater_1000,greater_7,4,male,co-applicant,4,unknown,55,none,free,2,skilled,2,yes,yes,Risk
0_to_200,7,all_credits_paid_back,car_new,336,less_100,1_to_4,2,female,none,2,savings_insurance,30,none,rent,1,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,furniture,3457,less_100,1_to_4,3,male,co-applicant,3,unknown,51,none,own,1,skilled,1,yes,yes,No Risk
no_checking,47,outstanding_credit,repairs,5857,greater_1000,4_to_7,5,male,co-applicant,4,car_other,47,none,free,2,management_self-employed,1,yes,yes,No Risk
less_0,8,all_credits_paid_back,car_new,3079,100_to_500,1_to_4,3,male,none,1,real_estate,28,none,own,2,skilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,repairs,4336,greater_1000,greater_7,5,male,co-applicant,5,car_other,52,none,free,2,skilled,1,yes,yes,Risk
less_0,13,prior_payments_delayed,furniture,2577,500_to_1000,less_1,3,male,none,3,car_other,28,bank,own,2,unskilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,education,252,less_100,1_to_4,2,female,none,1,savings_insurance,34,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,29,prior_payments_delayed,car_used,3620,100_to_500,1_to_4,2,female,none,1,savings_insurance,38,none,own,2,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,car_used,250,less_100,1_to_4,2,male,none,3,car_other,27,none,own,2,skilled,2,yes,yes,No Risk
no_checking,25,prior_payments_delayed,appliances,4536,100_to_500,less_1,4,male,none,3,car_other,40,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,9,prior_payments_delayed,radio_tv,7594,100_to_500,1_to_4,3,male,none,4,savings_insurance,31,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,appliances,5028,500_to_1000,greater_7,4,male,none,3,car_other,51,stores,free,2,unemployed,2,yes,yes,Risk
no_checking,26,prior_payments_delayed,appliances,2618,100_to_500,4_to_7,3,male,none,4,car_other,25,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_new,4364,100_to_500,4_to_7,4,male,none,4,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,14,credits_paid_to_date,car_new,3531,100_to_500,1_to_4,3,female,none,4,savings_insurance,43,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,repairs,3210,less_100,less_1,3,male,none,2,car_other,41,none,own,2,management_self-employed,2,yes,yes,No Risk
0_to_200,29,outstanding_credit,appliances,4527,500_to_1000,greater_7,4,male,none,3,car_other,31,none,own,2,skilled,1,yes,yes,Risk
no_checking,29,outstanding_credit,appliances,6103,500_to_1000,4_to_7,3,female,none,4,car_other,56,none,own,2,skilled,1,yes,yes,Risk
no_checking,25,outstanding_credit,furniture,2167,500_to_1000,greater_7,3,male,none,3,savings_insurance,40,none,own,1,skilled,2,none,yes,Risk
less_0,13,prior_payments_delayed,car_new,5595,less_100,4_to_7,3,male,guarantor,3,savings_insurance,50,none,own,1,skilled,1,yes,no,No Risk
no_checking,30,prior_payments_delayed,radio_tv,6067,100_to_500,4_to_7,4,male,none,5,savings_insurance,32,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,28,prior_payments_delayed,appliances,7092,100_to_500,greater_7,4,male,none,3,unknown,45,none,free,2,skilled,1,yes,yes,Risk
0_to_200,4,prior_payments_delayed,appliances,2280,less_100,1_to_4,2,female,none,1,car_other,33,none,own,1,skilled,1,none,yes,Risk
0_to_200,20,prior_payments_delayed,repairs,4463,greater_1000,greater_7,3,male,none,4,car_other,41,none,own,3,skilled,1,none,yes,Risk
no_checking,28,prior_payments_delayed,car_used,3542,greater_1000,1_to_4,4,female,none,3,car_other,43,none,own,1,skilled,1,yes,yes,Risk
greater_200,36,prior_payments_delayed,furniture,5597,500_to_1000,4_to_7,3,female,co-applicant,3,car_other,39,none,own,1,skilled,1,none,yes,Risk
no_checking,8,prior_payments_delayed,car_used,3658,less_100,1_to_4,2,male,none,3,savings_insurance,48,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,4597,500_to_1000,4_to_7,3,female,none,2,car_other,45,none,own,2,skilled,1,yes,yes,Risk
less_0,21,credits_paid_to_date,car_new,250,500_to_1000,4_to_7,3,male,none,2,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,4933,unknown,greater_7,5,male,none,5,car_other,47,none,own,2,skilled,2,none,yes,Risk
less_0,8,prior_payments_delayed,car_new,988,less_100,1_to_4,2,male,none,2,savings_insurance,26,none,own,2,skilled,2,yes,yes,Risk
no_checking,33,outstanding_credit,repairs,5152,500_to_1000,4_to_7,4,female,none,4,car_other,51,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,23,outstanding_credit,business,3364,greater_1000,greater_7,4,male,co-applicant,3,car_other,37,none,own,2,skilled,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,vacation,2649,less_100,less_1,1,female,none,2,car_other,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,47,outstanding_credit,radio_tv,3691,unknown,4_to_7,3,male,co-applicant,4,car_other,38,none,own,2,skilled,1,yes,yes,Risk
no_checking,36,prior_payments_delayed,other,7671,unknown,4_to_7,4,male,none,4,unknown,58,none,free,3,skilled,2,yes,yes,Risk
no_checking,15,outstanding_credit,retraining,8474,100_to_500,4_to_7,3,female,none,3,car_other,52,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,31,prior_payments_delayed,education,6128,greater_1000,4_to_7,3,female,none,3,car_other,40,none,own,2,skilled,1,yes,yes,Risk
less_0,6,prior_payments_delayed,car_used,3026,less_100,less_1,3,male,none,3,car_other,37,none,own,1,skilled,1,none,yes,No Risk
greater_200,24,prior_payments_delayed,car_used,4311,greater_1000,4_to_7,2,male,co-applicant,3,car_other,55,none,own,2,skilled,2,yes,yes,No Risk
less_0,11,all_credits_paid_back,radio_tv,340,less_100,less_1,2,male,none,1,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_new,2419,less_100,less_1,3,female,none,3,car_other,29,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,savings_insurance,21,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,repairs,3341,less_100,1_to_4,2,female,none,3,car_other,31,stores,own,1,skilled,1,none,yes,Risk
less_0,4,no_credits,car_new,250,100_to_500,less_1,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,vacation,3521,less_100,1_to_4,2,female,co-applicant,2,car_other,34,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,2434,500_to_1000,greater_7,4,male,none,4,savings_insurance,29,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,23,outstanding_credit,car_used,2581,100_to_500,less_1,3,male,none,2,savings_insurance,41,none,own,1,skilled,2,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,appliances,552,less_100,less_1,2,female,none,3,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
greater_200,27,outstanding_credit,radio_tv,4880,500_to_1000,4_to_7,3,male,none,3,unknown,43,stores,free,2,unskilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,4345,100_to_500,less_1,2,male,none,3,savings_insurance,24,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,23,credits_paid_to_date,repairs,1121,less_100,1_to_4,2,male,none,3,savings_insurance,31,bank,rent,1,unemployed,1,yes,yes,No Risk
0_to_200,39,outstanding_credit,radio_tv,2606,500_to_1000,4_to_7,3,male,none,2,car_other,21,bank,own,2,unskilled,1,yes,yes,Risk
less_0,12,prior_payments_delayed,car_used,1635,less_100,1_to_4,1,male,none,2,savings_insurance,29,stores,own,1,skilled,1,none,yes,No Risk
greater_200,25,credits_paid_to_date,car_used,4067,100_to_500,4_to_7,3,male,none,4,savings_insurance,43,stores,free,2,skilled,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_used,927,less_100,less_1,2,female,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,250,less_100,less_1,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,5572,500_to_1000,greater_7,5,male,none,4,car_other,42,none,own,2,skilled,1,yes,yes,No Risk
no_checking,23,prior_payments_delayed,education,5883,greater_1000,greater_7,3,male,none,2,savings_insurance,40,none,free,2,skilled,1,none,yes,Risk
0_to_200,16,credits_paid_to_date,furniture,1472,500_to_1000,1_to_4,3,male,none,3,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,3934,greater_1000,4_to_7,4,male,none,4,car_other,33,stores,own,1,unskilled,2,yes,yes,No Risk
no_checking,25,outstanding_credit,furniture,6448,500_to_1000,greater_7,4,male,co-applicant,5,unknown,59,none,own,2,skilled,1,yes,yes,Risk
no_checking,22,prior_payments_delayed,car_used,7083,unknown,greater_7,4,male,none,3,savings_insurance,49,none,own,2,skilled,1,none,yes,No Risk
less_0,28,outstanding_credit,furniture,4742,100_to_500,greater_7,4,male,none,2,car_other,38,none,own,2,skilled,1,yes,yes,No Risk
less_0,21,all_credits_paid_back,furniture,250,500_to_1000,1_to_4,2,male,none,1,savings_insurance,23,stores,rent,2,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,2167,100_to_500,less_1,2,male,none,3,real_estate,30,none,own,3,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,education,936,less_100,less_1,2,male,none,2,savings_insurance,41,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,21,credits_paid_to_date,furniture,1008,less_100,less_1,2,female,none,1,savings_insurance,22,stores,rent,1,skilled,1,none,yes,Risk
0_to_200,35,outstanding_credit,repairs,3419,unknown,greater_7,4,female,none,4,car_other,40,none,own,2,skilled,1,yes,yes,Risk
less_0,14,no_credits,car_used,2007,less_100,1_to_4,3,female,none,1,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
greater_200,26,prior_payments_delayed,business,7179,100_to_500,4_to_7,3,male,none,3,unknown,48,none,own,2,skilled,1,none,yes,Risk
no_checking,29,outstanding_credit,appliances,5417,500_to_1000,greater_7,5,male,co-applicant,5,unknown,50,none,free,2,skilled,1,yes,yes,Risk
no_checking,30,outstanding_credit,furniture,5161,500_to_1000,greater_7,4,male,none,5,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,10269,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,56,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,less_1,1,male,none,2,real_estate,39,bank,own,1,unemployed,1,none,yes,No Risk
less_0,8,all_credits_paid_back,car_new,1914,less_100,less_1,2,female,none,1,car_other,25,stores,own,1,skilled,1,none,yes,No Risk
no_checking,10,credits_paid_to_date,car_new,4387,less_100,4_to_7,4,female,none,3,car_other,43,none,own,1,management_self-employed,2,none,yes,Risk
no_checking,28,prior_payments_delayed,appliances,5105,unknown,1_to_4,4,male,none,2,car_other,60,stores,own,2,unemployed,2,yes,yes,No Risk
no_checking,37,prior_payments_delayed,repairs,6133,500_to_1000,1_to_4,4,male,none,5,savings_insurance,38,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,6696,500_to_1000,4_to_7,3,female,none,2,unknown,44,none,own,2,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,co-applicant,1,savings_insurance,36,stores,free,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,6744,100_to_500,greater_7,5,male,none,5,car_other,46,none,free,2,management_self-employed,1,yes,no,Risk
no_checking,33,outstanding_credit,repairs,2943,greater_1000,4_to_7,4,male,none,3,savings_insurance,30,none,own,2,skilled,1,none,yes,Risk
no_checking,27,prior_payments_delayed,car_used,6706,500_to_1000,4_to_7,5,male,none,5,unknown,53,none,free,2,management_self-employed,1,yes,no,Risk
less_0,4,credits_paid_to_date,car_used,2413,less_100,1_to_4,3,female,none,3,car_other,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,6954,500_to_1000,1_to_4,3,male,none,4,car_other,43,none,free,2,skilled,2,yes,yes,Risk
no_checking,14,outstanding_credit,car_used,4352,100_to_500,4_to_7,2,female,none,3,car_other,45,none,free,2,skilled,1,yes,yes,Risk
no_checking,35,credits_paid_to_date,appliances,5177,greater_1000,4_to_7,4,female,none,4,savings_insurance,44,none,own,1,skilled,1,none,yes,Risk
0_to_200,4,prior_payments_delayed,vacation,2411,less_100,1_to_4,3,female,none,3,savings_insurance,25,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,15,prior_payments_delayed,car_new,4773,greater_1000,greater_7,4,male,none,4,savings_insurance,52,stores,rent,2,unskilled,1,none,yes,No Risk
no_checking,20,credits_paid_to_date,car_new,4046,100_to_500,greater_7,3,female,co-applicant,4,savings_insurance,56,none,free,2,skilled,1,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_new,4879,less_100,less_1,2,male,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,appliances,3639,500_to_1000,less_1,2,female,none,3,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
greater_200,39,prior_payments_delayed,furniture,4735,500_to_1000,greater_7,4,female,none,3,unknown,45,stores,own,2,skilled,1,none,yes,Risk
no_checking,23,prior_payments_delayed,radio_tv,2298,500_to_1000,1_to_4,2,male,none,2,real_estate,43,none,own,2,skilled,1,none,yes,Risk
0_to_200,13,credits_paid_to_date,furniture,4218,100_to_500,unemployed,3,female,none,2,savings_insurance,31,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,car_new,250,100_to_500,less_1,2,male,none,3,savings_insurance,37,none,own,1,skilled,1,yes,yes,No Risk
greater_200,32,outstanding_credit,vacation,5254,500_to_1000,4_to_7,3,male,none,2,unknown,45,none,own,1,skilled,1,yes,no,Risk
0_to_200,15,credits_paid_to_date,car_new,2816,500_to_1000,1_to_4,3,male,none,4,car_other,27,none,rent,2,skilled,1,none,yes,Risk
0_to_200,30,credits_paid_to_date,radio_tv,2368,100_to_500,4_to_7,3,male,none,3,real_estate,33,none,rent,1,skilled,1,none,yes,No Risk
less_0,7,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,21,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,42,prior_payments_delayed,furniture,6283,unknown,greater_7,4,male,co-applicant,4,unknown,45,none,own,3,skilled,2,yes,yes,Risk
no_checking,26,prior_payments_delayed,radio_tv,1631,100_to_500,1_to_4,2,male,none,2,real_estate,45,bank,own,1,unskilled,2,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,2847,500_to_1000,1_to_4,3,female,none,3,real_estate,33,none,own,2,skilled,2,yes,yes,Risk
less_0,12,all_credits_paid_back,car_new,250,500_to_1000,less_1,2,male,none,3,savings_insurance,31,none,rent,2,skilled,1,yes,yes,No Risk
no_checking,32,outstanding_credit,repairs,7546,500_to_1000,4_to_7,3,male,co-applicant,4,unknown,47,none,free,3,skilled,2,yes,yes,Risk
less_0,4,no_credits,car_used,250,100_to_500,less_1,1,male,none,2,real_estate,30,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,radio_tv,4104,100_to_500,4_to_7,2,male,none,3,savings_insurance,44,stores,rent,2,unskilled,1,none,yes,Risk
no_checking,31,outstanding_credit,radio_tv,6156,500_to_1000,greater_7,4,male,co-applicant,3,unknown,39,none,free,2,skilled,1,yes,yes,Risk
0_to_200,14,prior_payments_delayed,car_used,5452,greater_1000,greater_7,4,male,none,2,unknown,47,none,own,2,skilled,1,none,yes,No Risk
greater_200,25,credits_paid_to_date,retraining,2933,100_to_500,1_to_4,4,male,none,2,savings_insurance,19,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,repairs,1654,500_to_1000,1_to_4,3,female,none,3,car_other,32,bank,rent,1,unemployed,2,none,yes,No Risk
less_0,24,prior_payments_delayed,car_used,1860,100_to_500,1_to_4,3,female,none,2,car_other,30,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,39,outstanding_credit,radio_tv,5617,greater_1000,greater_7,5,male,co-applicant,4,car_other,54,none,own,2,skilled,1,yes,yes,Risk
no_checking,10,credits_paid_to_date,furniture,5130,500_to_1000,1_to_4,3,male,none,3,savings_insurance,44,none,own,2,management_self-employed,1,yes,yes,No Risk
no_checking,37,prior_payments_delayed,other,6991,500_to_1000,greater_7,4,male,co-applicant,4,unknown,49,none,free,2,skilled,1,yes,yes,Risk
no_checking,30,prior_payments_delayed,radio_tv,3820,500_to_1000,4_to_7,4,male,none,3,car_other,46,none,own,1,skilled,1,yes,yes,No Risk
no_checking,26,outstanding_credit,furniture,5461,500_to_1000,4_to_7,4,male,none,5,savings_insurance,50,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,education,4796,500_to_1000,1_to_4,4,male,co-applicant,3,savings_insurance,36,none,own,1,skilled,1,none,yes,Risk
0_to_200,31,credits_paid_to_date,furniture,2159,100_to_500,greater_7,3,male,none,2,car_other,36,none,own,1,skilled,2,yes,yes,Risk
no_checking,41,prior_payments_delayed,appliances,3617,500_to_1000,greater_7,4,male,none,3,car_other,43,none,own,2,skilled,1,yes,yes,Risk
no_checking,33,prior_payments_delayed,appliances,4983,greater_1000,greater_7,5,male,none,5,car_other,45,none,own,2,skilled,1,yes,yes,Risk
no_checking,31,outstanding_credit,repairs,6118,greater_1000,4_to_7,4,female,none,4,unknown,36,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,31,outstanding_credit,vacation,7108,unknown,4_to_7,5,male,none,3,unknown,49,none,own,2,skilled,2,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,788,less_100,less_1,1,female,none,2,car_other,40,none,own,1,skilled,1,yes,yes,No Risk
less_0,13,all_credits_paid_back,furniture,3291,less_100,less_1,1,male,none,2,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,20,prior_payments_delayed,radio_tv,4571,100_to_500,1_to_4,2,male,none,4,savings_insurance,26,none,own,1,skilled,2,none,yes,No Risk
less_0,9,all_credits_paid_back,vacation,772,less_100,less_1,2,male,none,2,real_estate,25,none,rent,1,skilled,1,none,yes,No Risk
no_checking,22,credits_paid_to_date,furniture,4519,100_to_500,greater_7,3,female,none,2,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,outstanding_credit,furniture,7275,500_to_1000,4_to_7,5,male,co-applicant,5,unknown,50,none,own,2,skilled,1,none,yes,Risk
less_0,35,credits_paid_to_date,car_used,389,100_to_500,4_to_7,3,female,none,2,car_other,40,stores,rent,1,unskilled,1,none,yes,Risk
0_to_200,25,outstanding_credit,appliances,7801,100_to_500,greater_7,5,female,none,4,car_other,39,none,own,1,management_self-employed,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,business,6048,100_to_500,1_to_4,4,male,none,4,car_other,43,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,1_to_4,2,female,none,1,car_other,29,stores,own,1,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,radio_tv,1995,500_to_1000,1_to_4,3,female,co-applicant,3,savings_insurance,42,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,5884,500_to_1000,4_to_7,4,female,none,3,unknown,35,none,free,2,skilled,1,yes,yes,Risk
0_to_200,13,credits_paid_to_date,car_used,1842,100_to_500,unemployed,1,female,none,1,car_other,35,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,car_new,3580,less_100,1_to_4,3,male,none,4,car_other,25,none,rent,2,skilled,1,none,yes,Risk
0_to_200,17,credits_paid_to_date,retraining,4853,500_to_1000,4_to_7,4,female,none,3,savings_insurance,34,none,own,1,skilled,1,none,yes,No Risk
0_to_200,39,prior_payments_delayed,radio_tv,4508,100_to_500,1_to_4,4,female,none,4,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,business,5376,500_to_1000,4_to_7,4,female,none,2,savings_insurance,39,none,own,2,skilled,1,none,yes,Risk
0_to_200,15,no_credits,car_new,250,less_100,less_1,1,female,none,2,real_estate,32,stores,own,1,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,radio_tv,1332,greater_1000,1_to_4,2,male,co-applicant,2,car_other,38,stores,own,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,1269,less_100,1_to_4,3,female,none,3,real_estate,31,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,14,no_credits,car_used,3942,less_100,less_1,3,male,none,3,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,4454,500_to_1000,1_to_4,4,male,none,3,car_other,25,none,own,1,skilled,1,none,yes,No Risk
less_0,13,credits_paid_to_date,vacation,1085,less_100,1_to_4,2,female,none,2,savings_insurance,32,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,car_new,3000,100_to_500,less_1,3,male,co-applicant,4,real_estate,39,none,free,2,skilled,1,yes,yes,No Risk
no_checking,30,outstanding_credit,repairs,7613,500_to_1000,1_to_4,4,male,none,5,unknown,41,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,47,outstanding_credit,vacation,10151,greater_1000,greater_7,5,male,co-applicant,3,car_other,39,none,free,2,skilled,1,yes,yes,Risk
less_0,16,credits_paid_to_date,car_new,1328,100_to_500,less_1,1,male,none,2,savings_insurance,25,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,car_used,250,greater_1000,less_1,2,male,none,2,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,credits_paid_to_date,car_used,5011,100_to_500,1_to_4,3,male,none,4,car_other,40,none,own,1,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,car_used,3368,less_100,4_to_7,4,female,none,2,car_other,47,none,own,1,skilled,1,none,yes,No Risk
0_to_200,9,all_credits_paid_back,furniture,250,less_100,1_to_4,2,female,none,2,real_estate,37,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,3237,less_100,less_1,3,female,none,3,real_estate,32,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,radio_tv,950,less_100,less_1,2,male,none,2,real_estate,22,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,car_new,2324,100_to_500,less_1,3,female,none,2,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,1690,500_to_1000,greater_7,4,female,none,2,car_other,48,none,free,2,skilled,1,yes,yes,No Risk
no_checking,37,outstanding_credit,repairs,6722,greater_1000,greater_7,5,female,none,5,unknown,57,none,free,2,skilled,2,yes,yes,Risk
greater_200,19,credits_paid_to_date,repairs,402,less_100,less_1,2,female,none,3,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,6860,100_to_500,1_to_4,4,male,none,3,savings_insurance,40,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_new,1071,100_to_500,4_to_7,3,male,none,2,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,retraining,2728,100_to_500,1_to_4,3,female,none,3,savings_insurance,35,none,own,1,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,4744,less_100,1_to_4,3,male,none,3,savings_insurance,23,none,free,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,977,less_100,less_1,1,female,none,2,savings_insurance,25,stores,own,1,skilled,1,yes,yes,Risk
no_checking,30,prior_payments_delayed,education,6268,unknown,1_to_4,4,female,none,3,savings_insurance,34,none,own,2,skilled,2,yes,yes,Risk
less_0,11,prior_payments_delayed,car_new,1928,less_100,unemployed,1,female,none,2,car_other,23,none,own,1,skilled,1,none,yes,Risk
no_checking,30,outstanding_credit,other,8378,greater_1000,greater_7,5,male,none,4,unknown,36,none,free,3,skilled,2,yes,yes,Risk
0_to_200,20,credits_paid_to_date,car_new,2903,less_100,1_to_4,2,female,none,3,real_estate,30,stores,own,1,skilled,1,none,yes,No Risk
no_checking,21,outstanding_credit,radio_tv,6474,unknown,greater_7,5,female,none,5,car_other,46,none,own,2,management_self-employed,2,none,yes,Risk
less_0,11,prior_payments_delayed,car_new,1216,less_100,4_to_7,2,male,none,2,savings_insurance,42,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,5,prior_payments_delayed,furniture,1285,500_to_1000,4_to_7,2,male,none,2,car_other,43,bank,rent,1,unemployed,1,yes,yes,Risk
no_checking,52,outstanding_credit,appliances,6519,greater_1000,4_to_7,3,male,co-applicant,4,car_other,46,none,own,2,skilled,1,yes,yes,Risk
no_checking,50,outstanding_credit,retraining,8698,500_to_1000,greater_7,4,male,guarantor,5,unknown,49,none,free,2,unskilled,1,yes,yes,Risk
less_0,10,all_credits_paid_back,car_new,2328,100_to_500,4_to_7,2,female,none,2,real_estate,33,stores,own,1,skilled,1,none,yes,No Risk
no_checking,42,outstanding_credit,repairs,5606,greater_1000,4_to_7,5,male,none,5,car_other,41,none,own,2,skilled,1,yes,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,8821,100_to_500,4_to_7,5,male,co-applicant,3,unknown,43,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,11,credits_paid_to_date,car_used,1139,500_to_1000,4_to_7,3,male,none,2,savings_insurance,25,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,appliances,5187,500_to_1000,greater_7,5,male,none,5,unknown,53,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,furniture,250,less_100,less_1,2,male,none,2,real_estate,22,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,other,5858,500_to_1000,greater_7,4,male,co-applicant,2,car_other,44,bank,own,1,unskilled,1,none,yes,No Risk
0_to_200,4,no_credits,car_new,1637,100_to_500,less_1,1,female,none,2,savings_insurance,28,none,own,2,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,appliances,6990,unknown,4_to_7,5,male,none,5,unknown,44,none,own,2,skilled,2,yes,yes,No Risk
less_0,11,all_credits_paid_back,car_new,561,less_100,1_to_4,2,female,none,2,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,4984,500_to_1000,4_to_7,3,female,none,4,savings_insurance,51,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,15,prior_payments_delayed,furniture,4274,100_to_500,greater_7,4,male,none,5,car_other,40,stores,own,2,unskilled,1,yes,no,Risk
no_checking,25,prior_payments_delayed,radio_tv,4715,100_to_500,1_to_4,4,male,none,3,savings_insurance,38,none,own,1,management_self-employed,2,none,no,No Risk
0_to_200,24,credits_paid_to_date,retraining,250,less_100,less_1,2,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,business,6966,100_to_500,greater_7,4,female,none,2,car_other,43,none,free,3,skilled,1,none,yes,Risk
no_checking,26,prior_payments_delayed,business,4440,100_to_500,1_to_4,4,male,none,3,savings_insurance,30,none,free,1,management_self-employed,2,yes,yes,No Risk
0_to_200,23,credits_paid_to_date,car_new,4323,less_100,1_to_4,3,female,none,3,real_estate,40,none,own,1,skilled,1,none,yes,No Risk
0_to_200,7,all_credits_paid_back,car_new,1732,less_100,less_1,2,female,none,3,savings_insurance,25,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,35,prior_payments_delayed,radio_tv,3875,greater_1000,4_to_7,2,male,none,2,unknown,37,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,18,prior_payments_delayed,radio_tv,5172,100_to_500,greater_7,4,female,none,3,car_other,43,stores,free,2,unskilled,2,yes,yes,Risk
no_checking,25,outstanding_credit,furniture,6928,500_to_1000,4_to_7,4,male,none,4,car_other,43,none,free,2,management_self-employed,1,yes,yes,No Risk
less_0,15,prior_payments_delayed,car_new,593,less_100,4_to_7,3,male,none,3,car_other,31,none,own,1,skilled,1,yes,yes,No Risk
less_0,12,all_credits_paid_back,appliances,3796,100_to_500,4_to_7,3,female,none,2,car_other,35,bank,rent,2,unemployed,1,yes,yes,No Risk
0_to_200,20,prior_payments_delayed,car_used,1389,100_to_500,greater_7,4,male,none,4,car_other,33,none,own,2,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,5772,less_100,4_to_7,2,male,none,3,car_other,31,stores,own,1,skilled,1,yes,yes,Risk
greater_200,30,prior_payments_delayed,business,4040,100_to_500,4_to_7,3,male,co-applicant,4,unknown,26,none,own,1,skilled,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,retraining,3044,500_to_1000,1_to_4,3,male,none,3,savings_insurance,34,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,19,outstanding_credit,business,4429,500_to_1000,greater_7,3,male,none,4,car_other,39,none,own,1,management_self-employed,1,none,yes,Risk
greater_200,20,credits_paid_to_date,car_new,3237,greater_1000,1_to_4,2,male,none,4,savings_insurance,51,none,own,2,skilled,1,none,yes,Risk
no_checking,17,credits_paid_to_date,car_new,3347,100_to_500,4_to_7,3,female,none,4,car_other,31,none,own,1,skilled,2,none,yes,Risk
less_0,9,no_credits,car_used,3271,less_100,1_to_4,3,female,none,2,savings_insurance,47,none,own,1,skilled,1,none,yes,No Risk
no_checking,44,prior_payments_delayed,repairs,8070,500_to_1000,4_to_7,5,male,co-applicant,4,car_other,28,none,free,2,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,furniture,1773,100_to_500,1_to_4,2,female,none,3,savings_insurance,30,stores,own,2,skilled,1,none,yes,Risk
0_to_200,22,credits_paid_to_date,radio_tv,2371,less_100,1_to_4,3,male,none,3,car_other,29,none,own,2,skilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,5299,100_to_500,greater_7,3,female,none,4,car_other,43,none,own,1,management_self-employed,1,none,yes,Risk
0_to_200,29,credits_paid_to_date,radio_tv,4102,100_to_500,4_to_7,3,male,none,2,savings_insurance,38,none,own,2,skilled,1,none,no,Risk
0_to_200,14,credits_paid_to_date,furniture,3472,less_100,less_1,2,male,none,2,car_other,30,none,own,1,skilled,1,yes,yes,Risk
no_checking,15,all_credits_paid_back,furniture,2811,500_to_1000,less_1,2,male,none,2,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,other,8607,unknown,1_to_4,5,male,none,5,savings_insurance,53,none,own,3,skilled,2,yes,yes,No Risk
no_checking,31,prior_payments_delayed,car_used,5629,100_to_500,greater_7,5,male,none,5,car_other,47,none,free,2,skilled,1,yes,yes,Risk
less_0,29,outstanding_credit,radio_tv,1751,100_to_500,1_to_4,3,male,none,3,savings_insurance,32,none,own,2,skilled,1,none,yes,No Risk
greater_200,20,outstanding_credit,radio_tv,3917,100_to_500,1_to_4,4,female,none,2,savings_insurance,31,bank,rent,1,unskilled,1,yes,yes,Risk
less_0,8,all_credits_paid_back,car_used,250,100_to_500,unemployed,2,female,none,2,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,28,credits_paid_to_date,furniture,713,greater_1000,4_to_7,2,female,none,1,savings_insurance,27,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,furniture,7518,500_to_1000,greater_7,5,male,co-applicant,3,car_other,53,none,free,2,skilled,2,yes,yes,Risk
greater_200,13,credits_paid_to_date,car_new,3187,less_100,less_1,1,female,none,2,real_estate,33,none,rent,1,skilled,1,none,yes,Risk
less_0,8,all_credits_paid_back,car_new,2876,less_100,unemployed,1,female,none,1,savings_insurance,32,none,own,2,skilled,1,none,yes,No Risk
0_to_200,13,all_credits_paid_back,furniture,5354,less_100,unemployed,3,female,none,1,car_other,34,none,own,1,skilled,1,none,yes,No Risk
0_to_200,23,prior_payments_delayed,repairs,6103,greater_1000,4_to_7,4,male,none,4,unknown,36,stores,own,2,unskilled,1,none,yes,Risk
no_checking,22,credits_paid_to_date,radio_tv,1131,100_to_500,1_to_4,2,male,none,3,car_other,31,none,own,1,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,appliances,6227,500_to_1000,4_to_7,4,male,none,4,unknown,44,none,own,1,skilled,1,none,yes,Risk
0_to_200,7,prior_payments_delayed,vacation,1534,500_to_1000,1_to_4,1,male,none,1,real_estate,21,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,14,all_credits_paid_back,car_used,1134,less_100,1_to_4,2,female,none,3,car_other,32,stores,own,1,skilled,1,none,yes,No Risk
no_checking,20,outstanding_credit,furniture,6301,unknown,4_to_7,4,female,none,5,unknown,49,none,own,2,skilled,2,yes,no,Risk
no_checking,31,prior_payments_delayed,car_used,7361,100_to_500,4_to_7,4,female,none,5,car_other,42,none,own,2,management_self-employed,2,yes,yes,Risk
0_to_200,4,credits_paid_to_date,education,250,less_100,less_1,2,female,none,3,real_estate,28,stores,rent,1,unskilled,2,none,yes,No Risk
no_checking,26,prior_payments_delayed,radio_tv,4182,100_to_500,1_to_4,4,male,none,4,real_estate,34,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,5,prior_payments_delayed,car_used,250,less_100,less_1,1,female,none,2,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,retraining,2930,less_100,1_to_4,3,male,none,3,real_estate,30,none,rent,1,management_self-employed,1,none,yes,No Risk
no_checking,26,outstanding_credit,radio_tv,2699,500_to_1000,greater_7,4,male,guarantor,4,car_other,47,bank,own,2,unemployed,1,yes,yes,Risk
no_checking,40,prior_payments_delayed,appliances,5567,500_to_1000,4_to_7,4,male,none,3,car_other,39,stores,free,2,unskilled,2,yes,yes,No Risk
0_to_200,16,prior_payments_delayed,furniture,250,500_to_1000,4_to_7,3,female,none,1,savings_insurance,32,stores,own,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,appliances,7623,500_to_1000,4_to_7,4,male,co-applicant,4,savings_insurance,39,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,18,credits_paid_to_date,repairs,4256,100_to_500,less_1,3,male,none,4,real_estate,31,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,42,prior_payments_delayed,retraining,7711,unknown,greater_7,4,male,co-applicant,5,unknown,54,none,own,2,skilled,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,25,outstanding_credit,car_used,4887,greater_1000,greater_7,4,female,none,4,unknown,55,none,own,2,skilled,2,yes,yes,Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,1_to_4,1,male,none,2,savings_insurance,26,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,education,3458,less_100,less_1,2,male,none,2,car_other,45,stores,rent,1,skilled,1,none,yes,Risk
less_0,4,credits_paid_to_date,car_new,1405,less_100,1_to_4,2,female,none,3,savings_insurance,19,none,own,1,skilled,1,none,yes,Risk
less_0,15,credits_paid_to_date,vacation,1383,less_100,4_to_7,3,female,none,1,car_other,34,stores,own,1,skilled,1,yes,yes,No Risk
less_0,6,all_credits_paid_back,car_used,3279,less_100,1_to_4,3,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,radio_tv,5038,less_100,4_to_7,4,male,none,4,car_other,37,none,own,3,skilled,1,none,yes,Risk
no_checking,28,prior_payments_delayed,appliances,2808,greater_1000,greater_7,3,female,none,4,unknown,51,none,own,1,skilled,1,none,yes,Risk
less_0,10,all_credits_paid_back,car_new,299,100_to_500,less_1,2,female,none,1,savings_insurance,25,none,rent,1,skilled,1,none,yes,No Risk
no_checking,23,outstanding_credit,radio_tv,3281,500_to_1000,1_to_4,4,male,none,3,savings_insurance,35,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,car_used,974,100_to_500,less_1,2,male,none,2,real_estate,25,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,22,prior_payments_delayed,radio_tv,3378,100_to_500,greater_7,4,female,none,4,car_other,54,none,own,1,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,appliances,8281,unknown,greater_7,4,male,co-applicant,4,car_other,52,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,9,credits_paid_to_date,furniture,708,100_to_500,1_to_4,2,male,none,3,car_other,44,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_new,4144,less_100,less_1,2,female,none,3,real_estate,26,none,own,1,skilled,1,yes,yes,No Risk
no_checking,15,credits_paid_to_date,furniture,4609,less_100,4_to_7,4,male,none,3,car_other,54,stores,rent,1,unskilled,1,yes,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,1842,less_100,less_1,3,female,none,2,savings_insurance,40,bank,rent,2,unemployed,1,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,furniture,3671,100_to_500,4_to_7,4,female,none,2,savings_insurance,23,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,46,outstanding_credit,appliances,8838,500_to_1000,4_to_7,5,male,co-applicant,4,unknown,48,none,free,2,skilled,2,yes,yes,Risk
less_0,7,no_credits,car_new,250,less_100,unemployed,2,female,none,1,real_estate,25,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,appliances,5424,100_to_500,4_to_7,4,male,none,5,savings_insurance,40,none,own,1,management_self-employed,2,yes,yes,No Risk
less_0,24,prior_payments_delayed,retraining,1268,less_100,less_1,3,male,none,3,real_estate,30,none,rent,1,skilled,1,none,yes,No Risk
less_0,20,prior_payments_delayed,furniture,2770,less_100,4_to_7,3,male,none,1,car_other,29,none,rent,1,skilled,1,none,yes,Risk
no_checking,18,credits_paid_to_date,furniture,3531,100_to_500,1_to_4,4,female,none,3,savings_insurance,31,none,free,1,skilled,1,yes,yes,No Risk
less_0,15,prior_payments_delayed,radio_tv,6090,500_to_1000,greater_7,4,male,none,3,car_other,49,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,40,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,8,prior_payments_delayed,car_new,440,less_100,less_1,2,female,none,1,savings_insurance,36,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,20,prior_payments_delayed,car_new,250,100_to_500,1_to_4,2,male,none,1,savings_insurance,26,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,23,outstanding_credit,radio_tv,4793,greater_1000,greater_7,4,female,none,4,unknown,42,none,own,2,skilled,1,yes,yes,Risk
no_checking,16,outstanding_credit,furniture,5108,greater_1000,greater_7,4,male,none,4,unknown,40,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,repairs,6577,100_to_500,4_to_7,4,female,none,4,car_other,44,none,own,1,skilled,1,none,yes,Risk
no_checking,8,credits_paid_to_date,furniture,6154,500_to_1000,less_1,3,male,none,3,savings_insurance,22,none,free,1,management_self-employed,2,yes,yes,No Risk
less_0,13,prior_payments_delayed,retraining,3797,less_100,4_to_7,4,male,co-applicant,1,savings_insurance,38,none,own,2,skilled,1,yes,yes,Risk
less_0,6,all_credits_paid_back,car_new,577,less_100,1_to_4,1,female,none,1,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,other,6412,500_to_1000,greater_7,4,male,none,3,car_other,52,none,free,2,skilled,1,none,yes,Risk
less_0,9,all_credits_paid_back,car_new,250,100_to_500,1_to_4,2,male,co-applicant,2,savings_insurance,44,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,30,prior_payments_delayed,appliances,2699,unknown,less_1,3,male,none,2,real_estate,35,none,own,1,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,car_new,337,500_to_1000,1_to_4,3,female,none,3,savings_insurance,36,none,own,1,skilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,car_new,3038,500_to_1000,4_to_7,2,male,none,3,car_other,47,bank,rent,1,unemployed,1,none,yes,Risk
less_0,8,all_credits_paid_back,car_new,1170,less_100,less_1,2,male,none,2,car_other,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,car_used,6654,100_to_500,1_to_4,3,female,co-applicant,4,car_other,53,none,free,2,skilled,1,yes,yes,Risk
no_checking,33,prior_payments_delayed,furniture,2008,unknown,1_to_4,4,female,none,2,car_other,38,none,rent,2,skilled,1,none,yes,Risk
0_to_200,26,all_credits_paid_back,repairs,2727,500_to_1000,1_to_4,2,female,none,2,savings_insurance,27,stores,rent,2,unskilled,1,none,yes,No Risk
0_to_200,21,prior_payments_delayed,radio_tv,4400,greater_1000,4_to_7,3,male,none,4,savings_insurance,55,none,own,2,skilled,1,yes,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,7433,greater_1000,greater_7,5,male,co-applicant,5,unknown,44,stores,own,2,unskilled,2,yes,no,Risk
less_0,7,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,2,real_estate,22,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,vacation,5293,100_to_500,greater_7,4,female,none,4,car_other,42,none,free,2,skilled,1,yes,yes,Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,1,real_estate,20,stores,rent,2,unskilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,5211,unknown,greater_7,5,male,none,4,car_other,54,none,own,3,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,radio_tv,250,less_100,unemployed,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,appliances,5477,500_to_1000,greater_7,5,male,co-applicant,5,unknown,61,none,free,2,skilled,2,yes,yes,Risk
0_to_200,16,prior_payments_delayed,radio_tv,2815,less_100,1_to_4,2,male,none,2,car_other,35,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,31,credits_paid_to_date,radio_tv,3624,100_to_500,greater_7,2,male,none,1,unknown,42,stores,own,2,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,1835,less_100,less_1,2,male,none,2,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,outstanding_credit,furniture,6219,greater_1000,4_to_7,5,male,none,5,unknown,52,none,free,2,skilled,2,yes,yes,Risk
less_0,28,credits_paid_to_date,business,299,100_to_500,1_to_4,2,male,none,1,car_other,19,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,25,outstanding_credit,car_used,4180,100_to_500,greater_7,4,male,guarantor,4,savings_insurance,59,none,free,2,skilled,1,yes,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,3743,100_to_500,4_to_7,4,male,none,4,savings_insurance,46,none,own,1,management_self-employed,2,yes,yes,No Risk
no_checking,31,prior_payments_delayed,business,6233,500_to_1000,greater_7,5,female,none,4,car_other,42,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,963,100_to_500,1_to_4,2,female,none,2,savings_insurance,27,none,own,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_used,2102,less_100,less_1,3,male,co-applicant,3,savings_insurance,37,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,20,credits_paid_to_date,radio_tv,830,500_to_1000,1_to_4,2,male,co-applicant,2,savings_insurance,30,stores,own,1,skilled,1,none,yes,No Risk
no_checking,38,prior_payments_delayed,furniture,7176,500_to_1000,greater_7,5,male,co-applicant,5,savings_insurance,50,none,own,2,skilled,1,none,yes,Risk
no_checking,24,all_credits_paid_back,car_new,650,greater_1000,less_1,1,male,none,4,savings_insurance,21,none,own,1,skilled,1,none,yes,No Risk
less_0,18,prior_payments_delayed,radio_tv,2653,less_100,1_to_4,3,male,co-applicant,2,savings_insurance,37,none,own,1,skilled,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,car_used,1661,500_to_1000,4_to_7,4,male,none,3,real_estate,24,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,30,outstanding_credit,furniture,4864,unknown,greater_7,4,male,co-applicant,5,unknown,48,none,own,2,skilled,2,yes,yes,Risk
less_0,7,all_credits_paid_back,car_new,404,less_100,1_to_4,2,female,none,2,real_estate,31,none,own,1,skilled,1,yes,yes,No Risk
no_checking,41,outstanding_credit,repairs,7779,greater_1000,greater_7,5,male,co-applicant,5,car_other,52,none,own,2,skilled,2,yes,no,Risk
less_0,11,all_credits_paid_back,furniture,250,less_100,less_1,2,female,none,3,savings_insurance,41,none,rent,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_used,628,less_100,unemployed,1,female,co-applicant,3,savings_insurance,36,stores,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,7519,100_to_500,greater_7,5,male,guarantor,4,savings_insurance,42,none,free,1,skilled,1,yes,yes,Risk
less_0,22,credits_paid_to_date,car_new,503,less_100,less_1,2,male,none,3,real_estate,37,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,car_used,2055,greater_1000,greater_7,4,female,none,4,savings_insurance,35,none,free,2,skilled,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,radio_tv,6623,100_to_500,4_to_7,4,female,none,4,car_other,45,none,own,2,skilled,1,yes,yes,Risk
greater_200,17,credits_paid_to_date,furniture,1034,greater_1000,less_1,2,male,co-applicant,4,savings_insurance,33,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,business,5172,unknown,4_to_7,3,male,none,3,car_other,46,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,less_1,1,female,none,2,savings_insurance,34,none,rent,1,skilled,1,none,yes,No Risk
less_0,21,prior_payments_delayed,education,6041,500_to_1000,4_to_7,3,male,none,2,car_other,34,none,free,2,skilled,1,none,yes,No Risk
no_checking,30,outstanding_credit,other,4730,unknown,greater_7,5,female,co-applicant,3,car_other,56,none,free,2,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,appliances,4770,500_to_1000,greater_7,4,male,none,3,savings_insurance,45,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,no_credits,car_new,737,less_100,less_1,2,male,none,2,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,appliances,10430,500_to_1000,4_to_7,5,male,co-applicant,4,car_other,51,none,own,2,skilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,furniture,6116,less_100,less_1,3,male,none,4,savings_insurance,29,none,own,1,management_self-employed,2,none,yes,Risk
less_0,12,all_credits_paid_back,appliances,655,less_100,1_to_4,3,female,none,3,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
greater_200,27,prior_payments_delayed,furniture,4534,100_to_500,greater_7,4,female,none,4,savings_insurance,44,none,own,1,skilled,2,none,yes,No Risk
0_to_200,19,prior_payments_delayed,furniture,436,greater_1000,greater_7,4,male,none,4,car_other,22,bank,rent,2,unskilled,1,none,yes,No Risk
less_0,12,all_credits_paid_back,vacation,1742,less_100,1_to_4,1,female,none,1,real_estate,25,bank,rent,1,unemployed,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,car_new,250,100_to_500,1_to_4,3,male,co-applicant,2,savings_insurance,36,none,own,1,skilled,1,none,yes,Risk
0_to_200,28,prior_payments_delayed,business,6670,100_to_500,4_to_7,4,female,none,2,car_other,36,none,own,3,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,car_new,2492,500_to_1000,greater_7,4,male,none,3,unknown,38,bank,own,2,unskilled,1,yes,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,5649,unknown,greater_7,4,male,none,3,car_other,43,none,own,2,skilled,1,none,yes,No Risk
0_to_200,22,outstanding_credit,business,5801,100_to_500,greater_7,4,male,co-applicant,3,car_other,32,stores,free,1,unskilled,1,yes,yes,Risk
greater_200,34,credits_paid_to_date,business,9252,less_100,1_to_4,3,male,none,4,unknown,31,none,free,2,management_self-employed,1,none,yes,Risk
0_to_200,17,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,1,savings_insurance,19,none,own,1,skilled,1,none,yes,Risk
0_to_200,27,outstanding_credit,car_used,3081,500_to_1000,4_to_7,4,male,none,4,savings_insurance,43,none,own,1,skilled,1,yes,no,Risk
no_checking,13,credits_paid_to_date,furniture,1410,500_to_1000,less_1,3,male,none,3,real_estate,22,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,19,credits_paid_to_date,car_used,1248,500_to_1000,1_to_4,3,female,none,3,car_other,27,stores,own,1,skilled,2,none,yes,No Risk
0_to_200,16,prior_payments_delayed,retraining,3729,less_100,1_to_4,2,male,none,3,car_other,40,none,own,2,skilled,1,none,yes,Risk
no_checking,30,prior_payments_delayed,furniture,5373,100_to_500,4_to_7,3,male,guarantor,3,savings_insurance,51,none,free,1,skilled,1,yes,no,Risk
no_checking,11,credits_paid_to_date,car_new,6680,less_100,1_to_4,3,male,none,4,car_other,40,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,35,outstanding_credit,repairs,5863,greater_1000,4_to_7,5,male,guarantor,5,car_other,60,none,free,2,skilled,1,yes,yes,Risk
no_checking,25,prior_payments_delayed,car_used,5742,100_to_500,4_to_7,4,female,none,2,unknown,42,none,own,2,skilled,1,none,no,Risk
less_0,15,prior_payments_delayed,radio_tv,1391,less_100,less_1,1,female,none,1,car_other,34,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,3,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,appliances,10370,unknown,greater_7,5,male,co-applicant,5,unknown,58,none,free,2,skilled,2,yes,yes,Risk
0_to_200,19,prior_payments_delayed,radio_tv,2862,greater_1000,greater_7,4,male,none,3,savings_insurance,41,bank,own,2,unemployed,1,yes,yes,Risk
0_to_200,22,all_credits_paid_back,repairs,2181,500_to_1000,1_to_4,1,female,none,1,savings_insurance,35,stores,rent,2,unskilled,2,none,yes,No Risk
greater_200,13,prior_payments_delayed,car_new,5692,less_100,less_1,2,female,none,3,savings_insurance,40,none,rent,2,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,car_used,7467,100_to_500,1_to_4,3,female,co-applicant,3,unknown,40,none,own,2,management_self-employed,1,yes,yes,Risk
less_0,6,all_credits_paid_back,car_used,250,less_100,less_1,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,car_used,4274,100_to_500,1_to_4,4,male,none,3,savings_insurance,43,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,33,prior_payments_delayed,vacation,4228,500_to_1000,4_to_7,4,male,none,3,savings_insurance,32,stores,own,1,unskilled,2,yes,no,No Risk
no_checking,30,prior_payments_delayed,car_used,5371,100_to_500,1_to_4,2,female,none,3,unknown,39,bank,own,1,unemployed,1,none,yes,Risk
0_to_200,13,prior_payments_delayed,radio_tv,2383,less_100,1_to_4,3,male,none,3,real_estate,28,none,own,1,management_self-employed,2,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,car_used,2752,less_100,less_1,2,female,none,3,car_other,31,none,own,1,skilled,1,none,yes,No Risk
greater_200,23,outstanding_credit,appliances,1689,500_to_1000,4_to_7,3,male,none,4,car_other,25,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,25,outstanding_credit,furniture,4665,500_to_1000,greater_7,4,male,none,4,unknown,53,none,free,2,skilled,1,yes,yes,Risk
no_checking,40,prior_payments_delayed,vacation,3009,500_to_1000,1_to_4,4,male,none,4,car_other,30,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,24,credits_paid_to_date,retraining,5984,less_100,1_to_4,4,male,none,3,savings_insurance,46,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,unemployed,2,female,none,3,real_estate,35,none,own,1,skilled,1,yes,yes,No Risk
no_checking,31,outstanding_credit,appliances,10261,500_to_1000,greater_7,5,male,co-applicant,5,car_other,51,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,20,credits_paid_to_date,radio_tv,3137,100_to_500,less_1,2,male,none,2,car_other,32,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,13,all_credits_paid_back,vacation,2096,less_100,4_to_7,3,male,none,2,savings_insurance,22,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,29,outstanding_credit,other,6412,unknown,greater_7,4,female,none,3,unknown,33,none,own,2,skilled,2,yes,yes,Risk
0_to_200,20,prior_payments_delayed,car_used,2549,100_to_500,1_to_4,3,male,none,4,savings_insurance,29,none,free,2,skilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_used,2806,100_to_500,4_to_7,3,male,none,2,car_other,24,stores,rent,2,unskilled,1,none,yes,No Risk
less_0,26,outstanding_credit,appliances,1751,100_to_500,1_to_4,2,male,none,3,savings_insurance,28,stores,own,1,skilled,1,none,yes,Risk
0_to_200,21,outstanding_credit,car_used,775,100_to_500,less_1,3,female,none,3,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,appliances,7654,100_to_500,4_to_7,4,male,none,5,car_other,46,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,24,outstanding_credit,appliances,2358,unknown,greater_7,3,male,none,4,car_other,46,none,free,2,skilled,2,yes,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,1881,100_to_500,unemployed,1,female,none,3,savings_insurance,33,none,rent,1,skilled,1,none,yes,No Risk
no_checking,19,credits_paid_to_date,business,1867,100_to_500,1_to_4,4,male,none,3,car_other,42,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,31,outstanding_credit,radio_tv,5945,unknown,4_to_7,4,male,none,4,savings_insurance,47,none,own,2,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,appliances,4110,unknown,1_to_4,2,male,none,3,unknown,43,bank,own,2,unemployed,2,yes,yes,Risk
no_checking,33,outstanding_credit,vacation,5302,unknown,4_to_7,4,female,none,3,savings_insurance,49,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,2228,less_100,less_1,2,female,co-applicant,2,savings_insurance,37,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,other,6404,500_to_1000,greater_7,5,male,guarantor,5,car_other,58,none,own,1,skilled,1,yes,yes,Risk
greater_200,4,all_credits_paid_back,car_new,250,less_100,less_1,2,female,none,3,real_estate,38,none,own,1,skilled,1,none,yes,No Risk
less_0,18,credits_paid_to_date,furniture,576,less_100,4_to_7,2,male,none,1,savings_insurance,23,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,14,all_credits_paid_back,furniture,2420,less_100,less_1,3,female,none,4,real_estate,20,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,33,outstanding_credit,vacation,5848,100_to_500,1_to_4,4,female,guarantor,4,unknown,43,none,free,2,skilled,1,yes,yes,Risk
less_0,7,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,1,real_estate,19,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,23,outstanding_credit,business,3452,greater_1000,1_to_4,3,male,none,3,car_other,30,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,16,credits_paid_to_date,repairs,907,less_100,less_1,2,female,co-applicant,2,car_other,57,stores,own,1,unskilled,1,yes,yes,Risk
0_to_200,33,outstanding_credit,appliances,4702,100_to_500,4_to_7,4,female,guarantor,3,savings_insurance,47,none,free,2,skilled,1,yes,yes,Risk
0_to_200,12,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,3,real_estate,32,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,2499,100_to_500,1_to_4,3,female,none,3,real_estate,39,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,radio_tv,1707,less_100,less_1,2,female,none,2,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,24,prior_payments_delayed,car_new,2283,less_100,less_1,2,female,none,1,real_estate,23,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,furniture,4929,greater_1000,1_to_4,4,male,none,3,unknown,34,none,own,1,skilled,2,yes,yes,No Risk
less_0,24,credits_paid_to_date,furniture,2202,less_100,less_1,3,male,none,3,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
less_0,6,all_credits_paid_back,car_new,250,less_100,less_1,2,female,co-applicant,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,4883,500_to_1000,4_to_7,3,male,none,3,car_other,40,none,own,1,skilled,2,none,yes,No Risk
no_checking,24,prior_payments_delayed,business,6380,100_to_500,1_to_4,4,male,none,4,car_other,34,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,car_used,5062,less_100,4_to_7,3,female,none,2,car_other,41,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,1_to_4,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,furniture,5457,500_to_1000,1_to_4,3,male,co-applicant,3,car_other,42,none,own,1,skilled,1,yes,yes,No Risk
no_checking,11,credits_paid_to_date,car_used,5191,100_to_500,less_1,3,male,none,4,real_estate,43,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,25,credits_paid_to_date,car_used,2792,500_to_1000,1_to_4,3,female,none,2,car_other,40,none,own,2,skilled,1,none,yes,Risk
no_checking,42,outstanding_credit,radio_tv,4570,greater_1000,1_to_4,4,male,none,3,car_other,41,none,own,1,skilled,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,1,savings_insurance,42,stores,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,radio_tv,4541,greater_1000,1_to_4,4,male,none,4,savings_insurance,34,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,35,outstanding_credit,other,6529,100_to_500,1_to_4,4,male,none,3,unknown,32,none,own,1,skilled,1,none,yes,Risk
no_checking,22,outstanding_credit,vacation,2988,500_to_1000,1_to_4,4,male,none,3,car_other,27,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,40,credits_paid_to_date,car_used,6427,500_to_1000,1_to_4,4,female,none,3,car_other,45,none,own,2,skilled,1,yes,yes,Risk
no_checking,8,all_credits_paid_back,radio_tv,288,500_to_1000,1_to_4,3,male,co-applicant,3,real_estate,42,none,own,1,skilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,car_new,1729,less_100,1_to_4,3,male,co-applicant,3,car_other,44,none,own,1,skilled,1,yes,yes,Risk
no_checking,23,prior_payments_delayed,car_used,1283,100_to_500,greater_7,4,female,none,3,savings_insurance,48,none,own,2,skilled,1,yes,yes,Risk
0_to_200,27,outstanding_credit,furniture,2463,100_to_500,1_to_4,3,female,none,2,car_other,38,none,own,2,skilled,1,none,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,1,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,radio_tv,7555,unknown,greater_7,4,male,co-applicant,3,unknown,60,none,free,3,skilled,2,yes,yes,Risk
no_checking,35,prior_payments_delayed,business,4826,500_to_1000,1_to_4,3,female,none,4,unknown,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,6423,greater_1000,4_to_7,3,female,none,4,car_other,41,none,own,2,skilled,1,yes,yes,Risk
no_checking,27,prior_payments_delayed,appliances,4204,unknown,4_to_7,3,male,none,4,car_other,52,none,own,2,skilled,1,none,yes,No Risk
0_to_200,23,outstanding_credit,radio_tv,2897,greater_1000,4_to_7,3,female,none,3,car_other,49,bank,rent,1,unemployed,1,yes,yes,Risk
0_to_200,29,credits_paid_to_date,furniture,4897,less_100,1_to_4,2,male,none,3,savings_insurance,19,none,own,1,skilled,1,none,yes,Risk
0_to_200,29,outstanding_credit,car_used,3664,unknown,greater_7,3,male,none,1,unknown,46,stores,own,2,unskilled,1,none,yes,Risk
no_checking,29,outstanding_credit,appliances,4504,unknown,greater_7,4,female,none,4,car_other,34,none,own,2,skilled,1,yes,yes,Risk
less_0,23,credits_paid_to_date,repairs,2322,less_100,1_to_4,3,female,none,1,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,car_new,3185,less_100,4_to_7,2,male,none,2,car_other,45,none,own,1,skilled,1,yes,yes,No Risk
less_0,18,prior_payments_delayed,car_new,1661,100_to_500,1_to_4,2,female,co-applicant,3,car_other,35,bank,own,2,unskilled,1,yes,yes,No Risk
less_0,4,prior_payments_delayed,furniture,250,500_to_1000,4_to_7,1,male,none,3,car_other,31,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,33,prior_payments_delayed,business,10525,500_to_1000,4_to_7,5,male,none,4,unknown,45,none,free,3,management_self-employed,2,yes,yes,Risk
0_to_200,27,credits_paid_to_date,car_used,1918,100_to_500,4_to_7,3,female,none,3,real_estate,20,stores,rent,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_used,1852,less_100,unemployed,2,male,none,3,car_other,30,none,own,1,skilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,furniture,6365,less_100,1_to_4,4,male,none,3,savings_insurance,25,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,40,outstanding_credit,appliances,9367,greater_1000,1_to_4,4,female,co-applicant,5,car_other,50,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,34,prior_payments_delayed,furniture,250,500_to_1000,greater_7,4,female,none,3,savings_insurance,39,stores,own,1,skilled,1,none,yes,Risk
less_0,25,prior_payments_delayed,furniture,4653,greater_1000,4_to_7,2,female,none,1,unknown,37,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,43,credits_paid_to_date,furniture,4704,500_to_1000,4_to_7,4,female,guarantor,4,real_estate,41,bank,own,2,unemployed,1,yes,yes,Risk
less_0,15,credits_paid_to_date,appliances,1069,less_100,less_1,2,female,none,3,real_estate,34,none,own,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,250,less_100,1_to_4,3,female,none,3,savings_insurance,34,none,own,1,skilled,1,none,yes,No Risk
less_0,40,outstanding_credit,appliances,2734,greater_1000,4_to_7,4,male,none,4,unknown,36,stores,own,2,skilled,1,yes,yes,Risk
0_to_200,32,credits_paid_to_date,radio_tv,4593,500_to_1000,4_to_7,4,male,none,3,car_other,34,none,free,2,skilled,1,none,yes,Risk
less_0,13,all_credits_paid_back,furniture,5577,less_100,4_to_7,3,male,none,3,car_other,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,23,prior_payments_delayed,car_used,1743,unknown,1_to_4,3,male,none,3,car_other,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,repairs,5595,unknown,greater_7,5,male,co-applicant,4,unknown,54,none,free,2,skilled,2,yes,yes,Risk
no_checking,18,credits_paid_to_date,car_new,5351,500_to_1000,4_to_7,3,male,none,4,car_other,39,none,own,2,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,radio_tv,2092,less_100,less_1,1,male,none,2,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_used,1722,500_to_1000,less_1,2,male,none,3,real_estate,25,none,own,1,skilled,2,yes,yes,No Risk
no_checking,33,prior_payments_delayed,furniture,5315,unknown,1_to_4,3,male,none,3,savings_insurance,50,none,own,2,skilled,1,yes,yes,Risk
less_0,20,credits_paid_to_date,radio_tv,2305,100_to_500,4_to_7,2,male,none,2,savings_insurance,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,4569,100_to_500,1_to_4,4,male,none,5,savings_insurance,37,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,18,prior_payments_delayed,radio_tv,1775,100_to_500,1_to_4,2,male,none,3,savings_insurance,39,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,25,outstanding_credit,car_used,3190,100_to_500,1_to_4,3,male,none,3,savings_insurance,42,bank,own,1,unskilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,1444,less_100,1_to_4,3,male,none,4,car_other,47,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,furniture,4722,100_to_500,greater_7,3,male,none,2,unknown,50,bank,own,2,unemployed,1,yes,yes,No Risk
less_0,11,credits_paid_to_date,appliances,250,less_100,less_1,2,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,radio_tv,2379,less_100,4_to_7,3,male,none,2,real_estate,26,none,free,1,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,3205,less_100,4_to_7,3,male,none,3,savings_insurance,19,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,47,outstanding_credit,radio_tv,7388,500_to_1000,1_to_4,4,female,co-applicant,5,savings_insurance,43,none,free,2,skilled,1,yes,yes,Risk
no_checking,27,prior_payments_delayed,appliances,4489,100_to_500,1_to_4,3,female,none,4,savings_insurance,32,none,own,2,skilled,2,yes,yes,No Risk
greater_200,24,credits_paid_to_date,car_used,4758,100_to_500,4_to_7,3,male,none,3,savings_insurance,38,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,416,less_100,less_1,1,female,none,1,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,repairs,2083,500_to_1000,less_1,3,female,none,2,real_estate,35,none,own,1,skilled,1,none,yes,No Risk
less_0,6,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,radio_tv,8499,500_to_1000,greater_7,5,female,guarantor,6,unknown,58,none,free,2,skilled,1,yes,yes,Risk
less_0,14,all_credits_paid_back,furniture,250,500_to_1000,less_1,2,female,none,2,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,40,prior_payments_delayed,repairs,8523,500_to_1000,greater_7,5,male,co-applicant,4,unknown,49,none,free,2,skilled,2,yes,yes,Risk
no_checking,26,prior_payments_delayed,appliances,5362,500_to_1000,4_to_7,4,male,none,4,savings_insurance,41,none,own,3,skilled,1,none,yes,Risk
less_0,8,prior_payments_delayed,car_new,1821,less_100,less_1,2,male,none,3,car_other,38,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,2348,100_to_500,less_1,1,male,none,3,real_estate,19,stores,rent,1,unskilled,2,none,yes,No Risk
0_to_200,23,outstanding_credit,car_used,3747,100_to_500,1_to_4,2,female,none,3,car_other,40,none,rent,1,skilled,1,none,yes,No Risk
less_0,7,credits_paid_to_date,vacation,250,500_to_1000,1_to_4,2,female,none,3,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
less_0,13,no_credits,car_used,430,less_100,unemployed,2,male,none,1,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
less_0,5,all_credits_paid_back,car_used,250,100_to_500,1_to_4,1,female,none,1,savings_insurance,25,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,7832,greater_1000,1_to_4,4,male,co-applicant,4,car_other,37,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,5,all_credits_paid_back,car_new,2733,less_100,less_1,3,female,none,1,car_other,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,radio_tv,5321,100_to_500,4_to_7,4,female,none,4,car_other,46,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,car_new,2211,less_100,1_to_4,2,male,none,2,real_estate,35,none,own,2,skilled,1,none,yes,Risk
less_0,20,prior_payments_delayed,car_used,1179,less_100,1_to_4,2,female,co-applicant,2,car_other,55,stores,free,1,unskilled,1,yes,yes,Risk
greater_200,34,prior_payments_delayed,business,1998,100_to_500,4_to_7,2,male,none,2,real_estate,38,none,rent,1,skilled,2,none,yes,No Risk
less_0,28,credits_paid_to_date,car_new,901,less_100,1_to_4,2,male,none,2,savings_insurance,31,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,13,credits_paid_to_date,furniture,3180,less_100,4_to_7,4,male,none,4,savings_insurance,34,bank,own,1,unskilled,2,yes,yes,No Risk
0_to_200,19,credits_paid_to_date,furniture,1459,less_100,1_to_4,3,male,none,3,car_other,42,bank,rent,1,unskilled,1,yes,yes,No Risk
less_0,11,prior_payments_delayed,car_new,3900,less_100,1_to_4,2,male,none,3,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,repairs,4339,less_100,1_to_4,3,male,none,3,savings_insurance,44,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,car_used,389,less_100,less_1,2,female,co-applicant,2,real_estate,40,none,own,1,skilled,1,yes,no,Risk
0_to_200,38,prior_payments_delayed,radio_tv,7317,greater_1000,4_to_7,4,male,none,4,car_other,42,none,own,3,skilled,1,yes,yes,No Risk
no_checking,23,prior_payments_delayed,business,3999,unknown,1_to_4,3,male,none,4,car_other,25,none,own,2,skilled,1,none,yes,Risk
no_checking,32,outstanding_credit,appliances,5835,500_to_1000,4_to_7,4,female,none,4,savings_insurance,50,none,own,2,skilled,2,yes,yes,No Risk
greater_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,1,female,none,3,savings_insurance,30,stores,rent,1,skilled,1,none,yes,Risk
0_to_200,21,credits_paid_to_date,radio_tv,5653,less_100,4_to_7,3,male,none,4,savings_insurance,30,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,furniture,1246,500_to_1000,4_to_7,3,female,none,3,savings_insurance,44,bank,own,2,unemployed,1,none,yes,No Risk
less_0,25,credits_paid_to_date,car_new,1109,500_to_1000,less_1,2,male,none,2,savings_insurance,26,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,11,all_credits_paid_back,vacation,250,less_100,1_to_4,2,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,furniture,1329,less_100,1_to_4,3,male,none,3,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
0_to_200,9,all_credits_paid_back,furniture,250,500_to_1000,1_to_4,2,male,none,2,real_estate,30,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,30,credits_paid_to_date,car_used,3000,greater_1000,1_to_4,3,female,none,2,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,radio_tv,5437,unknown,1_to_4,4,male,none,5,savings_insurance,42,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,33,outstanding_credit,radio_tv,2771,greater_1000,4_to_7,3,male,none,2,car_other,30,none,own,1,skilled,1,none,yes,Risk
no_checking,31,outstanding_credit,appliances,6958,500_to_1000,greater_7,5,male,co-applicant,4,car_other,51,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,12,outstanding_credit,education,5272,100_to_500,1_to_4,4,male,none,4,car_other,39,none,own,1,management_self-employed,2,none,yes,No Risk
no_checking,32,outstanding_credit,furniture,5499,unknown,greater_7,5,male,co-applicant,4,unknown,49,none,own,3,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,1,real_estate,20,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,4870,500_to_1000,1_to_4,4,female,none,3,savings_insurance,41,none,own,1,skilled,1,yes,yes,No Risk
no_checking,20,credits_paid_to_date,car_new,4747,100_to_500,less_1,3,male,none,4,car_other,34,none,rent,2,management_self-employed,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,business,8366,100_to_500,4_to_7,5,male,none,3,car_other,52,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,car_used,1283,less_100,less_1,2,female,none,2,real_estate,19,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,car_used,7395,100_to_500,1_to_4,4,male,none,4,unknown,45,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,8,prior_payments_delayed,car_used,2646,greater_1000,1_to_4,3,female,none,4,savings_insurance,42,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,23,credits_paid_to_date,car_new,1698,less_100,1_to_4,2,male,none,3,real_estate,27,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,5,prior_payments_delayed,car_used,250,less_100,less_1,2,female,none,3,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,all_credits_paid_back,car_used,5353,100_to_500,4_to_7,4,male,none,4,car_other,40,none,own,1,skilled,1,yes,yes,No Risk
greater_200,20,all_credits_paid_back,furniture,654,500_to_1000,less_1,3,male,none,3,savings_insurance,21,none,own,1,skilled,1,none,yes,No Risk
greater_200,25,prior_payments_delayed,car_used,7486,greater_1000,greater_7,4,male,co-applicant,3,unknown,52,none,own,2,skilled,2,yes,yes,Risk
no_checking,31,prior_payments_delayed,repairs,2535,500_to_1000,greater_7,3,female,none,4,savings_insurance,35,none,own,1,skilled,1,yes,yes,No Risk
less_0,9,all_credits_paid_back,car_new,2052,less_100,unemployed,1,male,none,2,real_estate,21,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,furniture,3184,unknown,greater_7,4,male,none,4,car_other,37,bank,own,2,unemployed,2,yes,yes,No Risk
no_checking,33,outstanding_credit,other,9564,greater_1000,greater_7,4,male,co-applicant,5,unknown,57,none,free,2,skilled,2,yes,no,Risk
less_0,11,prior_payments_delayed,furniture,250,500_to_1000,4_to_7,3,male,none,3,savings_insurance,34,none,own,2,skilled,1,none,yes,No Risk
greater_200,27,credits_paid_to_date,business,5249,greater_1000,1_to_4,3,male,none,3,car_other,51,none,own,2,skilled,1,none,no,Risk
0_to_200,14,credits_paid_to_date,appliances,250,less_100,less_1,3,female,none,1,real_estate,38,bank,own,2,unemployed,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_new,2144,less_100,less_1,2,female,co-applicant,2,real_estate,36,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,8,all_credits_paid_back,car_new,336,less_100,1_to_4,2,female,none,1,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
greater_200,20,outstanding_credit,radio_tv,6105,100_to_500,greater_7,3,female,none,2,car_other,58,bank,own,2,unemployed,1,none,yes,No Risk
no_checking,15,credits_paid_to_date,radio_tv,1088,100_to_500,4_to_7,4,male,none,3,savings_insurance,47,none,own,2,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,vacation,2541,100_to_500,4_to_7,3,male,none,3,real_estate,37,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,730,less_100,1_to_4,3,male,none,3,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,repairs,6448,500_to_1000,greater_7,5,male,co-applicant,4,unknown,42,none,free,2,skilled,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,250,100_to_500,unemployed,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,car_used,809,less_100,unemployed,2,male,none,2,real_estate,26,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,28,all_credits_paid_back,furniture,1165,100_to_500,1_to_4,3,male,none,3,real_estate,19,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,18,all_credits_paid_back,vacation,1564,less_100,less_1,1,male,none,1,savings_insurance,25,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,appliances,6846,greater_1000,greater_7,5,female,co-applicant,4,unknown,47,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,25,outstanding_credit,furniture,7108,500_to_1000,1_to_4,4,male,none,4,savings_insurance,40,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,250,greater_1000,4_to_7,2,male,none,2,real_estate,36,stores,own,2,skilled,1,none,yes,No Risk
no_checking,37,outstanding_credit,radio_tv,5119,500_to_1000,greater_7,4,male,co-applicant,4,car_other,49,none,free,2,skilled,1,yes,no,Risk
less_0,30,outstanding_credit,education,1584,100_to_500,4_to_7,2,male,none,3,savings_insurance,33,none,rent,3,skilled,1,yes,yes,Risk
greater_200,25,all_credits_paid_back,radio_tv,5492,less_100,1_to_4,3,male,none,2,car_other,29,none,own,2,skilled,1,none,yes,Risk
no_checking,44,prior_payments_delayed,repairs,3063,greater_1000,greater_7,5,male,none,4,savings_insurance,49,none,free,2,skilled,1,yes,yes,Risk
no_checking,32,outstanding_credit,radio_tv,8827,500_to_1000,4_to_7,5,male,co-applicant,4,unknown,50,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,7,all_credits_paid_back,car_new,250,less_100,1_to_4,1,male,none,2,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_new,250,less_100,4_to_7,3,female,none,3,real_estate,29,stores,own,1,skilled,1,none,yes,No Risk
greater_200,16,credits_paid_to_date,retraining,5367,less_100,1_to_4,3,female,none,3,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,1582,less_100,less_1,2,female,co-applicant,3,car_other,44,none,own,1,skilled,1,yes,yes,Risk
greater_200,6,credits_paid_to_date,car_new,250,less_100,4_to_7,2,female,none,3,real_estate,20,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,12,all_credits_paid_back,car_new,2833,less_100,less_1,3,female,none,3,savings_insurance,31,none,own,2,skilled,1,yes,yes,Risk
no_checking,14,credits_paid_to_date,furniture,3243,less_100,1_to_4,3,male,none,4,real_estate,59,none,own,1,management_self-employed,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_used,919,100_to_500,1_to_4,3,female,co-applicant,1,savings_insurance,42,stores,own,1,skilled,1,none,yes,No Risk
no_checking,15,credits_paid_to_date,car_new,4623,less_100,4_to_7,4,male,none,4,car_other,51,none,own,1,management_self-employed,1,none,no,No Risk
less_0,13,all_credits_paid_back,car_new,4243,less_100,unemployed,1,female,none,2,car_other,38,stores,own,1,skilled,1,none,yes,Risk
no_checking,31,all_credits_paid_back,car_used,5649,100_to_500,less_1,4,male,none,3,real_estate,19,none,own,1,management_self-employed,2,none,yes,No Risk
0_to_200,21,credits_paid_to_date,retraining,4637,less_100,4_to_7,3,female,none,2,savings_insurance,34,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,outstanding_credit,furniture,4019,500_to_1000,1_to_4,3,male,none,5,car_other,35,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,31,outstanding_credit,furniture,4568,unknown,greater_7,5,female,none,5,savings_insurance,49,none,own,2,skilled,1,none,yes,Risk
no_checking,28,prior_payments_delayed,appliances,6850,unknown,greater_7,5,male,none,4,unknown,50,stores,own,2,unskilled,2,none,yes,Risk
0_to_200,24,outstanding_credit,car_used,5056,500_to_1000,4_to_7,4,male,none,4,unknown,43,none,own,2,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_new,1659,less_100,4_to_7,3,male,none,1,real_estate,21,stores,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,7315,greater_1000,greater_7,5,male,none,4,unknown,58,none,free,2,skilled,1,yes,yes,Risk
0_to_200,31,credits_paid_to_date,radio_tv,250,greater_1000,1_to_4,3,female,none,3,car_other,37,stores,own,1,skilled,1,yes,yes,No Risk
greater_200,32,outstanding_credit,appliances,4388,unknown,greater_7,4,male,none,3,unknown,43,none,own,2,skilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,408,less_100,1_to_4,1,female,none,2,real_estate,26,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,45,prior_payments_delayed,repairs,8650,500_to_1000,greater_7,6,male,co-applicant,4,unknown,53,none,free,3,skilled,2,yes,yes,Risk
no_checking,51,outstanding_credit,education,5082,unknown,greater_7,6,male,guarantor,5,car_other,51,none,free,2,unskilled,1,yes,no,Risk
less_0,13,all_credits_paid_back,radio_tv,941,less_100,less_1,1,male,none,2,real_estate,20,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,35,outstanding_credit,repairs,4934,greater_1000,4_to_7,3,male,none,3,unknown,60,none,own,2,skilled,1,yes,yes,Risk
less_0,17,prior_payments_delayed,car_new,1721,less_100,4_to_7,3,male,none,1,car_other,30,none,rent,1,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,repairs,2886,unknown,greater_7,5,female,none,4,car_other,37,none,own,2,skilled,1,yes,yes,Risk
less_0,16,credits_paid_to_date,car_new,681,less_100,less_1,2,female,none,2,savings_insurance,21,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,18,prior_payments_delayed,car_new,250,less_100,less_1,1,male,none,2,savings_insurance,21,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,4545,100_to_500,4_to_7,4,male,none,3,savings_insurance,37,none,own,1,skilled,2,yes,yes,No Risk
greater_200,18,all_credits_paid_back,car_used,945,100_to_500,1_to_4,3,female,none,3,real_estate,36,none,rent,1,skilled,1,none,yes,No Risk
less_0,13,prior_payments_delayed,car_new,2651,less_100,1_to_4,3,male,none,3,savings_insurance,25,none,own,2,management_self-employed,2,none,yes,No Risk
no_checking,14,credits_paid_to_date,car_new,616,100_to_500,4_to_7,3,male,none,4,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
less_0,23,credits_paid_to_date,radio_tv,1444,500_to_1000,4_to_7,3,male,none,2,savings_insurance,33,bank,own,2,unemployed,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,1,savings_insurance,25,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,car_used,1467,less_100,less_1,1,female,none,3,savings_insurance,25,none,own,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,1,savings_insurance,28,stores,rent,1,unskilled,1,none,yes,No Risk
greater_200,26,outstanding_credit,furniture,4823,500_to_1000,less_1,3,male,none,4,unknown,43,bank,own,1,unskilled,1,yes,yes,No Risk
0_to_200,12,credits_paid_to_date,vacation,250,less_100,4_to_7,3,female,none,1,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,no_credits,car_new,2918,less_100,unemployed,2,female,none,1,savings_insurance,35,none,own,2,skilled,1,none,yes,No Risk
0_to_200,12,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,2,real_estate,22,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,appliances,5865,greater_1000,greater_7,5,male,co-applicant,5,car_other,47,none,free,3,skilled,2,yes,yes,Risk
no_checking,23,prior_payments_delayed,radio_tv,3252,100_to_500,greater_7,4,female,none,4,car_other,51,none,own,2,skilled,1,none,yes,Risk
0_to_200,25,credits_paid_to_date,car_new,2750,less_100,less_1,1,male,none,2,real_estate,38,none,own,1,skilled,2,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,education,250,less_100,1_to_4,2,male,none,2,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_new,697,less_100,unemployed,2,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,13,credits_paid_to_date,vacation,250,100_to_500,4_to_7,2,female,co-applicant,2,car_other,29,stores,own,1,unskilled,1,none,yes,Risk
0_to_200,14,credits_paid_to_date,car_new,822,less_100,unemployed,1,female,none,3,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,furniture,4504,less_100,greater_7,4,male,none,3,unknown,46,none,own,1,skilled,1,none,no,No Risk
no_checking,32,outstanding_credit,repairs,6172,500_to_1000,greater_7,5,male,co-applicant,3,unknown,31,none,free,1,management_self-employed,1,yes,yes,Risk
greater_200,29,outstanding_credit,education,4885,500_to_1000,greater_7,5,female,none,3,car_other,41,none,own,2,skilled,1,yes,yes,Risk
less_0,6,all_credits_paid_back,car_used,250,less_100,less_1,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,car_used,2454,less_100,unemployed,2,female,none,1,real_estate,23,none,rent,1,skilled,1,none,yes,No Risk
greater_200,15,prior_payments_delayed,furniture,1513,500_to_1000,less_1,3,male,none,4,savings_insurance,36,none,own,1,skilled,1,yes,yes,Risk
no_checking,43,prior_payments_delayed,furniture,7047,500_to_1000,4_to_7,5,male,co-applicant,5,car_other,46,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,10,credits_paid_to_date,appliances,1770,less_100,less_1,2,female,none,3,car_other,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,48,credits_paid_to_date,other,7681,unknown,greater_7,5,male,co-applicant,4,unknown,43,none,own,2,skilled,1,none,yes,No Risk
no_checking,21,credits_paid_to_date,radio_tv,3340,100_to_500,greater_7,3,male,none,3,savings_insurance,47,none,own,1,skilled,1,yes,yes,Risk
no_checking,46,prior_payments_delayed,other,5939,500_to_1000,greater_7,5,male,none,3,savings_insurance,46,none,free,2,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,education,6892,unknown,1_to_4,3,male,none,3,car_other,36,stores,rent,1,skilled,1,none,yes,Risk
no_checking,29,prior_payments_delayed,car_used,6490,100_to_500,less_1,4,male,none,3,savings_insurance,50,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,1008,less_100,unemployed,1,female,none,1,real_estate,20,none,rent,1,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,3,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
greater_200,28,outstanding_credit,furniture,1222,500_to_1000,less_1,3,male,none,3,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,46,outstanding_credit,radio_tv,6790,500_to_1000,4_to_7,3,male,co-applicant,4,car_other,47,bank,own,1,unemployed,2,yes,yes,Risk
0_to_200,31,credits_paid_to_date,furniture,250,100_to_500,less_1,2,male,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,education,4427,greater_1000,greater_7,3,female,none,4,car_other,46,bank,own,2,unemployed,1,none,yes,Risk
no_checking,24,prior_payments_delayed,furniture,1512,500_to_1000,1_to_4,2,male,none,2,car_other,37,none,own,2,skilled,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_used,250,100_to_500,less_1,2,male,none,2,real_estate,22,none,rent,2,skilled,1,none,yes,No Risk
0_to_200,12,credits_paid_to_date,education,2851,less_100,4_to_7,2,male,none,2,savings_insurance,26,none,rent,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,furniture,5789,100_to_500,1_to_4,3,female,none,3,savings_insurance,43,stores,own,1,unskilled,1,yes,yes,No Risk
0_to_200,20,credits_paid_to_date,car_new,2652,less_100,1_to_4,2,male,none,3,car_other,20,none,own,1,skilled,2,none,yes,No Risk
no_checking,32,outstanding_credit,other,9727,500_to_1000,4_to_7,4,male,guarantor,5,car_other,57,none,free,2,skilled,2,yes,yes,Risk
no_checking,39,prior_payments_delayed,appliances,4545,greater_1000,4_to_7,3,male,none,3,unknown,35,none,own,1,skilled,2,yes,yes,Risk
no_checking,25,outstanding_credit,appliances,5593,500_to_1000,1_to_4,3,male,none,4,car_other,58,none,own,2,management_self-employed,2,yes,yes,No Risk
0_to_200,9,credits_paid_to_date,furniture,250,500_to_1000,4_to_7,2,male,none,1,real_estate,30,stores,own,1,skilled,1,none,yes,No Risk
less_0,30,credits_paid_to_date,radio_tv,1165,less_100,1_to_4,2,male,none,3,savings_insurance,31,stores,own,1,skilled,1,yes,yes,Risk
no_checking,8,credits_paid_to_date,car_used,888,less_100,4_to_7,2,male,none,4,real_estate,42,none,own,1,skilled,1,none,yes,No Risk
less_0,17,no_credits,car_used,1033,less_100,less_1,2,female,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,repairs,1531,100_to_500,4_to_7,3,male,none,3,real_estate,32,stores,own,2,unskilled,1,yes,yes,Risk
0_to_200,24,credits_paid_to_date,radio_tv,3124,100_to_500,4_to_7,3,male,none,3,savings_insurance,33,none,own,2,skilled,1,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,1,real_estate,26,stores,rent,1,unskilled,1,none,yes,No Risk
less_0,24,all_credits_paid_back,car_new,1834,less_100,4_to_7,3,male,none,1,savings_insurance,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,19,outstanding_credit,business,4480,100_to_500,less_1,3,male,none,3,car_other,34,none,own,2,management_self-employed,1,none,yes,Risk
less_0,28,outstanding_credit,retraining,3249,100_to_500,4_to_7,2,female,none,1,car_other,41,stores,rent,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_used,2070,less_100,unemployed,1,female,none,2,savings_insurance,23,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,18,all_credits_paid_back,car_used,2596,less_100,1_to_4,3,male,none,3,savings_insurance,39,none,own,2,management_self-employed,2,yes,yes,Risk
no_checking,41,prior_payments_delayed,repairs,7736,unknown,greater_7,4,male,co-applicant,3,unknown,46,none,own,2,skilled,2,yes,yes,Risk
less_0,8,all_credits_paid_back,car_used,1189,100_to_500,4_to_7,3,female,none,1,real_estate,27,none,own,2,skilled,2,none,yes,No Risk
less_0,4,credits_paid_to_date,car_used,1541,less_100,1_to_4,3,female,co-applicant,2,real_estate,53,none,own,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,car_used,3526,less_100,less_1,1,female,none,1,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,19,credits_paid_to_date,furniture,6607,greater_1000,greater_7,4,female,none,2,car_other,45,stores,own,2,unskilled,1,yes,no,Risk
no_checking,40,prior_payments_delayed,radio_tv,9143,greater_1000,4_to_7,4,male,co-applicant,5,unknown,50,none,free,2,skilled,2,yes,yes,Risk
0_to_200,32,outstanding_credit,radio_tv,1151,500_to_1000,1_to_4,3,male,none,4,car_other,23,bank,own,2,unemployed,1,yes,yes,Risk
less_0,9,all_credits_paid_back,appliances,1249,less_100,1_to_4,3,female,none,1,real_estate,38,none,own,1,skilled,1,none,yes,No Risk
no_checking,41,prior_payments_delayed,other,6237,500_to_1000,greater_7,4,male,co-applicant,3,unknown,59,none,free,2,skilled,2,yes,yes,Risk
0_to_200,22,credits_paid_to_date,furniture,2244,greater_1000,4_to_7,3,male,none,4,car_other,32,none,rent,1,skilled,1,none,yes,Risk
less_0,17,prior_payments_delayed,repairs,250,less_100,4_to_7,3,female,none,1,savings_insurance,40,stores,own,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,4565,100_to_500,4_to_7,4,female,none,4,car_other,46,stores,own,1,unskilled,2,yes,yes,No Risk
no_checking,12,credits_paid_to_date,car_used,3389,less_100,1_to_4,2,male,none,3,real_estate,25,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,35,outstanding_credit,vacation,9443,greater_1000,4_to_7,5,male,none,3,unknown,48,none,free,2,skilled,2,yes,yes,No Risk
0_to_200,10,prior_payments_delayed,furniture,1961,greater_1000,1_to_4,2,female,none,1,real_estate,29,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,23,prior_payments_delayed,radio_tv,1896,100_to_500,less_1,3,male,none,2,car_other,38,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,17,credits_paid_to_date,appliances,250,less_100,1_to_4,3,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,10821,greater_1000,greater_7,5,male,co-applicant,4,car_other,47,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,5,prior_payments_delayed,car_new,2986,less_100,less_1,2,female,none,3,real_estate,32,none,own,1,skilled,1,yes,yes,No Risk
no_checking,30,prior_payments_delayed,furniture,8173,100_to_500,4_to_7,4,male,co-applicant,4,unknown,62,none,free,2,skilled,1,yes,no,Risk
0_to_200,19,credits_paid_to_date,furniture,1664,less_100,1_to_4,3,female,none,3,savings_insurance,31,stores,own,1,unskilled,2,none,yes,No Risk
less_0,20,credits_paid_to_date,furniture,2646,500_to_1000,1_to_4,3,male,none,2,car_other,31,none,rent,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,car_used,1322,100_to_500,less_1,2,male,none,3,car_other,26,bank,own,2,unskilled,1,none,yes,No Risk
0_to_200,26,credits_paid_to_date,retraining,4580,100_to_500,1_to_4,3,male,none,3,savings_insurance,28,bank,rent,2,unemployed,2,yes,yes,No Risk
no_checking,22,outstanding_credit,appliances,4993,unknown,4_to_7,4,male,none,3,car_other,48,stores,own,2,unskilled,2,yes,yes,No Risk
less_0,14,no_credits,car_new,250,less_100,less_1,1,female,none,1,real_estate,33,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,car_new,250,100_to_500,less_1,1,female,none,3,savings_insurance,26,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,37,credits_paid_to_date,education,5120,500_to_1000,1_to_4,3,male,none,3,savings_insurance,34,none,own,1,skilled,2,none,yes,No Risk
no_checking,37,outstanding_credit,repairs,4833,greater_1000,1_to_4,4,male,none,4,car_other,43,none,free,2,skilled,1,yes,yes,No Risk
0_to_200,17,prior_payments_delayed,retraining,4185,100_to_500,1_to_4,2,male,none,2,car_other,31,none,own,1,skilled,1,yes,yes,No Risk
no_checking,24,credits_paid_to_date,car_new,949,100_to_500,unemployed,3,male,none,3,real_estate,33,none,rent,1,skilled,1,none,yes,No Risk
less_0,23,prior_payments_delayed,car_used,4713,100_to_500,1_to_4,3,female,none,3,savings_insurance,31,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,4,all_credits_paid_back,car_new,1355,less_100,1_to_4,1,female,none,2,real_estate,28,bank,own,1,unskilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,retraining,3641,less_100,greater_7,4,female,co-applicant,4,unknown,48,none,free,3,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,500_to_1000,4_to_7,3,male,none,2,savings_insurance,33,stores,rent,1,unskilled,1,yes,yes,No Risk
less_0,25,credits_paid_to_date,car_used,2922,100_to_500,1_to_4,2,female,none,1,real_estate,34,stores,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,no_credits,car_used,1247,less_100,1_to_4,1,female,none,1,real_estate,25,stores,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,radio_tv,250,less_100,1_to_4,2,male,none,1,savings_insurance,19,none,own,1,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,1841,less_100,less_1,2,female,none,3,real_estate,24,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,35,prior_payments_delayed,radio_tv,2148,100_to_500,1_to_4,3,female,none,1,real_estate,22,none,free,2,skilled,2,yes,yes,No Risk
0_to_200,24,credits_paid_to_date,radio_tv,2286,less_100,4_to_7,3,male,none,2,savings_insurance,27,bank,own,2,unskilled,2,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,repairs,9104,greater_1000,greater_7,4,male,co-applicant,3,unknown,58,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,real_estate,23,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,appliances,5494,500_to_1000,1_to_4,3,male,none,3,savings_insurance,37,none,free,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,6084,500_to_1000,greater_7,5,male,none,3,unknown,52,none,free,2,skilled,1,yes,yes,Risk
less_0,11,all_credits_paid_back,furniture,250,less_100,less_1,1,male,none,2,real_estate,29,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,9582,100_to_500,greater_7,5,male,co-applicant,4,unknown,46,none,free,3,skilled,1,yes,yes,Risk
no_checking,32,prior_payments_delayed,car_used,2449,500_to_1000,4_to_7,4,female,none,4,car_other,30,none,own,2,skilled,1,none,yes,Risk
less_0,24,prior_payments_delayed,furniture,2741,500_to_1000,1_to_4,3,male,none,1,unknown,43,none,own,2,skilled,2,yes,yes,No Risk
no_checking,37,outstanding_credit,appliances,6386,greater_1000,greater_7,5,male,co-applicant,3,unknown,45,none,free,3,skilled,2,yes,yes,Risk
no_checking,25,prior_payments_delayed,appliances,6292,100_to_500,greater_7,4,female,none,4,savings_insurance,51,none,free,2,management_self-employed,1,none,yes,Risk
0_to_200,14,prior_payments_delayed,business,1740,100_to_500,1_to_4,3,male,none,2,car_other,30,none,own,1,skilled,1,yes,yes,No Risk
no_checking,29,outstanding_credit,repairs,6165,500_to_1000,greater_7,5,male,none,4,car_other,49,none,own,2,management_self-employed,1,yes,yes,Risk
0_to_200,12,prior_payments_delayed,radio_tv,250,500_to_1000,1_to_4,1,female,none,1,savings_insurance,41,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,27,credits_paid_to_date,retraining,5685,less_100,1_to_4,4,male,none,2,savings_insurance,27,none,rent,1,skilled,1,none,yes,No Risk
greater_200,20,credits_paid_to_date,furniture,1849,less_100,1_to_4,3,female,co-applicant,2,savings_insurance,34,none,own,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,car_new,250,100_to_500,less_1,1,female,none,1,car_other,43,stores,rent,1,unskilled,1,none,yes,No Risk
0_to_200,10,all_credits_paid_back,vacation,4395,less_100,unemployed,2,female,none,1,real_estate,31,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_used,3936,less_100,less_1,3,female,none,1,savings_insurance,28,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,4,credits_paid_to_date,car_used,1052,500_to_1000,1_to_4,3,male,co-applicant,3,savings_insurance,42,none,free,1,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,vacation,7726,500_to_1000,4_to_7,4,male,none,2,unknown,55,none,free,2,skilled,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,furniture,3251,less_100,unemployed,2,female,none,3,savings_insurance,27,none,rent,3,skilled,2,none,yes,Risk
0_to_200,18,credits_paid_to_date,furniture,2273,less_100,1_to_4,3,male,co-applicant,2,car_other,35,none,free,1,skilled,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,business,3712,500_to_1000,4_to_7,3,male,none,4,savings_insurance,41,none,free,2,management_self-employed,1,yes,yes,No Risk
0_to_200,20,all_credits_paid_back,vacation,2294,less_100,4_to_7,3,female,none,3,savings_insurance,32,none,own,1,skilled,1,none,no,No Risk
no_checking,35,prior_payments_delayed,other,7969,100_to_500,4_to_7,4,male,none,3,unknown,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,4415,unknown,4_to_7,3,male,none,4,car_other,44,none,own,1,skilled,1,none,yes,Risk
0_to_200,16,credits_paid_to_date,furniture,250,less_100,4_to_7,3,female,none,3,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
less_0,16,no_credits,car_new,1755,less_100,unemployed,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,radio_tv,1008,greater_1000,greater_7,4,female,none,4,savings_insurance,34,none,own,1,skilled,1,none,yes,No Risk
greater_200,21,outstanding_credit,radio_tv,4080,100_to_500,4_to_7,3,male,none,3,car_other,52,none,own,1,skilled,1,yes,yes,No Risk
no_checking,26,all_credits_paid_back,radio_tv,4589,less_100,4_to_7,4,male,none,4,car_other,31,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,29,credits_paid_to_date,furniture,4637,500_to_1000,1_to_4,4,male,guarantor,5,car_other,48,stores,free,2,unskilled,1,yes,yes,No Risk
less_0,31,prior_payments_delayed,car_used,2447,greater_1000,1_to_4,3,female,none,1,savings_insurance,23,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,furniture,1347,less_100,4_to_7,2,male,none,2,real_estate,34,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,6,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,2,savings_insurance,33,stores,rent,1,skilled,1,none,yes,No Risk
less_0,9,prior_payments_delayed,car_used,842,500_to_1000,4_to_7,3,male,none,3,car_other,32,none,own,1,skilled,2,yes,yes,No Risk
no_checking,8,credits_paid_to_date,repairs,938,less_100,4_to_7,2,male,co-applicant,2,real_estate,47,none,own,1,skilled,1,yes,yes,Risk
less_0,16,credits_paid_to_date,furniture,1130,less_100,less_1,1,female,none,1,real_estate,30,stores,rent,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,2323,100_to_500,less_1,2,male,none,2,car_other,19,bank,rent,1,unemployed,1,none,yes,No Risk
greater_200,22,outstanding_credit,radio_tv,3671,100_to_500,greater_7,4,female,co-applicant,3,car_other,46,none,free,2,skilled,1,yes,yes,Risk
no_checking,15,credits_paid_to_date,appliances,1394,greater_1000,1_to_4,2,female,co-applicant,3,car_other,42,none,free,2,skilled,1,yes,yes,Risk
less_0,10,all_credits_paid_back,car_new,250,100_to_500,less_1,2,female,none,2,savings_insurance,33,stores,rent,2,skilled,1,none,yes,No Risk
0_to_200,32,outstanding_credit,appliances,2509,500_to_1000,greater_7,4,female,none,2,car_other,28,bank,rent,2,unemployed,1,yes,yes,No Risk
0_to_200,18,prior_payments_delayed,furniture,3493,less_100,1_to_4,2,male,none,1,car_other,30,none,rent,1,skilled,1,none,yes,Risk
no_checking,30,outstanding_credit,repairs,6316,500_to_1000,4_to_7,4,female,none,4,unknown,42,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,31,prior_payments_delayed,appliances,4787,unknown,greater_7,5,male,none,5,car_other,47,stores,own,2,unskilled,2,yes,no,No Risk
0_to_200,4,all_credits_paid_back,car_new,624,less_100,less_1,2,male,none,1,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,appliances,4442,100_to_500,greater_7,4,male,none,5,unknown,63,none,free,2,skilled,1,yes,yes,Risk
no_checking,23,prior_payments_delayed,repairs,1659,100_to_500,1_to_4,3,male,none,2,car_other,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,radio_tv,7022,500_to_1000,4_to_7,4,female,none,3,car_other,46,none,own,2,skilled,1,yes,yes,Risk
no_checking,23,outstanding_credit,radio_tv,3263,unknown,greater_7,4,female,none,3,car_other,36,none,own,2,skilled,1,yes,no,Risk
0_to_200,13,credits_paid_to_date,car_used,3091,less_100,1_to_4,3,male,none,3,savings_insurance,29,none,own,2,skilled,1,yes,yes,No Risk
no_checking,8,prior_payments_delayed,furniture,2195,100_to_500,less_1,2,male,none,3,savings_insurance,35,stores,rent,2,unskilled,1,yes,yes,Risk
no_checking,31,outstanding_credit,education,6500,500_to_1000,4_to_7,4,female,none,3,unknown,50,none,own,1,management_self-employed,1,yes,yes,Risk
no_checking,41,outstanding_credit,retraining,5657,unknown,greater_7,5,male,co-applicant,4,car_other,57,stores,own,3,unskilled,2,yes,yes,No Risk
less_0,8,all_credits_paid_back,car_new,2064,less_100,1_to_4,2,female,none,1,real_estate,22,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,radio_tv,6769,500_to_1000,4_to_7,3,male,co-applicant,4,unknown,60,stores,own,2,unskilled,1,yes,yes,Risk
0_to_200,28,credits_paid_to_date,education,5936,less_100,4_to_7,4,male,none,4,car_other,32,none,own,2,management_self-employed,1,yes,yes,No Risk
0_to_200,9,all_credits_paid_back,furniture,250,500_to_1000,1_to_4,3,female,none,3,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,furniture,7755,unknown,greater_7,5,male,co-applicant,4,car_other,59,none,free,2,skilled,2,yes,yes,Risk
0_to_200,5,prior_payments_delayed,education,250,less_100,less_1,1,female,none,2,car_other,41,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,27,credits_paid_to_date,retraining,7160,100_to_500,1_to_4,3,female,none,3,car_other,40,none,own,2,skilled,1,none,yes,No Risk
0_to_200,15,credits_paid_to_date,car_used,1993,less_100,less_1,2,male,none,3,savings_insurance,23,none,own,1,skilled,1,none,yes,No Risk
no_checking,27,all_credits_paid_back,furniture,3545,less_100,1_to_4,3,male,none,3,savings_insurance,31,none,own,2,skilled,1,none,yes,Risk
0_to_200,9,prior_payments_delayed,car_new,250,less_100,less_1,2,male,none,3,real_estate,30,stores,rent,1,unskilled,1,yes,yes,No Risk
0_to_200,32,credits_paid_to_date,repairs,3311,500_to_1000,4_to_7,3,female,none,3,car_other,37,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,13,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,real_estate,25,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,10520,greater_1000,4_to_7,4,male,co-applicant,4,unknown,46,none,own,2,skilled,2,yes,yes,Risk
less_0,13,prior_payments_delayed,repairs,3861,100_to_500,1_to_4,2,female,none,1,car_other,42,bank,rent,1,unemployed,1,yes,yes,No Risk
less_0,22,credits_paid_to_date,furniture,3711,less_100,1_to_4,3,male,none,1,car_other,36,bank,rent,2,unemployed,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
greater_200,20,all_credits_paid_back,car_new,3731,less_100,1_to_4,2,male,none,3,savings_insurance,41,none,rent,1,skilled,1,none,yes,Risk
0_to_200,5,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,1,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,furniture,3368,100_to_500,1_to_4,3,male,none,4,savings_insurance,31,none,own,2,management_self-employed,2,none,yes,Risk
less_0,9,prior_payments_delayed,car_used,250,less_100,less_1,1,male,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,27,outstanding_credit,vacation,5932,100_to_500,4_to_7,3,male,none,3,savings_insurance,40,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,10,credits_paid_to_date,furniture,1981,less_100,1_to_4,1,female,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,34,all_credits_paid_back,radio_tv,5287,less_100,4_to_7,3,female,none,3,car_other,36,none,own,2,skilled,1,none,yes,Risk
0_to_200,20,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,3,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,9,credits_paid_to_date,furniture,2194,less_100,1_to_4,1,female,none,2,car_other,34,stores,rent,1,skilled,1,none,yes,Risk
no_checking,22,credits_paid_to_date,radio_tv,3312,100_to_500,1_to_4,4,male,none,4,car_other,50,none,own,2,management_self-employed,1,none,no,Risk
less_0,14,all_credits_paid_back,car_used,250,500_to_1000,4_to_7,2,male,none,2,car_other,32,stores,own,1,unskilled,1,none,yes,No Risk
no_checking,45,credits_paid_to_date,appliances,3874,500_to_1000,4_to_7,4,male,none,3,savings_insurance,34,none,own,2,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,furniture,3666,500_to_1000,less_1,3,male,none,3,car_other,21,none,rent,2,skilled,1,none,yes,No Risk
less_0,25,prior_payments_delayed,radio_tv,765,100_to_500,4_to_7,2,female,co-applicant,3,unknown,40,bank,own,1,unskilled,1,yes,yes,Risk
no_checking,29,prior_payments_delayed,radio_tv,5169,500_to_1000,greater_7,3,female,none,4,savings_insurance,42,none,own,1,skilled,1,yes,yes,Risk
no_checking,19,credits_paid_to_date,furniture,2094,greater_1000,1_to_4,2,male,none,3,savings_insurance,37,none,own,1,skilled,1,none,yes,Risk
0_to_200,14,prior_payments_delayed,car_new,2849,500_to_1000,greater_7,4,female,none,4,unknown,45,none,own,1,skilled,1,none,yes,No Risk
0_to_200,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,3,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,vacation,6436,500_to_1000,greater_7,5,female,none,5,car_other,41,none,free,2,management_self-employed,2,yes,yes,Risk
0_to_200,6,all_credits_paid_back,car_new,3403,100_to_500,less_1,3,female,none,3,savings_insurance,29,none,rent,1,skilled,1,none,yes,No Risk
less_0,31,credits_paid_to_date,car_used,2876,less_100,4_to_7,3,male,none,2,savings_insurance,37,bank,own,2,unemployed,1,none,yes,No Risk
0_to_200,36,credits_paid_to_date,radio_tv,1907,500_to_1000,greater_7,4,male,none,4,savings_insurance,36,none,own,2,skilled,1,none,yes,Risk
less_0,12,prior_payments_delayed,furniture,1602,less_100,4_to_7,3,male,none,2,real_estate,31,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,5950,greater_1000,4_to_7,3,male,none,4,savings_insurance,40,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,4287,unknown,1_to_4,3,male,none,2,savings_insurance,39,stores,own,2,skilled,1,none,yes,No Risk
no_checking,33,outstanding_credit,appliances,6222,unknown,greater_7,4,male,none,3,car_other,43,stores,free,2,unskilled,1,yes,yes,No Risk
no_checking,49,outstanding_credit,appliances,10498,greater_1000,4_to_7,5,male,co-applicant,5,unknown,49,none,free,2,management_self-employed,2,yes,yes,Risk
greater_200,9,prior_payments_delayed,furniture,1460,100_to_500,less_1,2,female,none,2,savings_insurance,42,none,rent,1,skilled,2,none,yes,No Risk
less_0,9,prior_payments_delayed,car_new,1050,less_100,1_to_4,2,male,none,1,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,furniture,3728,less_100,less_1,3,male,none,3,savings_insurance,19,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,24,prior_payments_delayed,furniture,5929,less_100,less_1,3,female,none,3,car_other,28,none,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_used,2011,less_100,4_to_7,2,female,none,1,real_estate,40,bank,own,2,unemployed,1,none,yes,Risk
0_to_200,16,credits_paid_to_date,vacation,2859,less_100,4_to_7,2,male,none,2,car_other,52,none,own,2,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,appliances,5379,unknown,greater_7,5,male,none,5,unknown,64,none,free,2,skilled,2,yes,yes,Risk
0_to_200,46,outstanding_credit,vacation,8306,500_to_1000,greater_7,4,female,none,2,unknown,43,stores,own,2,skilled,2,none,yes,Risk
less_0,8,all_credits_paid_back,car_new,443,less_100,less_1,1,male,none,1,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,car_used,6100,500_to_1000,1_to_4,3,male,none,2,car_other,42,none,own,2,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,2574,100_to_500,less_1,3,male,none,2,real_estate,29,bank,rent,1,unskilled,2,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,374,less_100,less_1,1,male,none,2,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,no_credits,car_new,539,less_100,1_to_4,3,female,none,3,savings_insurance,36,bank,own,1,unskilled,1,none,yes,No Risk
less_0,17,no_credits,car_new,825,less_100,less_1,2,male,none,3,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,radio_tv,3782,500_to_1000,4_to_7,4,female,none,3,unknown,45,none,own,1,skilled,2,yes,yes,Risk
greater_200,33,outstanding_credit,other,5064,500_to_1000,4_to_7,4,male,none,4,savings_insurance,51,none,own,2,management_self-employed,2,yes,yes,No Risk
no_checking,25,credits_paid_to_date,car_used,2617,100_to_500,less_1,3,male,none,4,real_estate,36,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,35,prior_payments_delayed,other,9096,unknown,4_to_7,5,female,none,5,unknown,45,none,own,3,skilled,2,yes,yes,Risk
no_checking,28,outstanding_credit,car_used,2216,greater_1000,greater_7,4,male,none,3,savings_insurance,29,none,own,2,skilled,1,none,yes,No Risk
0_to_200,30,credits_paid_to_date,business,4932,500_to_1000,greater_7,3,male,none,3,car_other,47,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,11,prior_payments_delayed,retraining,4246,less_100,1_to_4,3,male,none,3,car_other,45,none,own,2,skilled,1,none,yes,Risk
0_to_200,32,credits_paid_to_date,appliances,3885,100_to_500,4_to_7,4,male,none,4,car_other,36,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,10,credits_paid_to_date,appliances,250,less_100,4_to_7,3,female,none,2,real_estate,25,none,rent,1,skilled,1,none,yes,No Risk
less_0,19,prior_payments_delayed,furniture,3485,greater_1000,greater_7,3,male,none,2,car_other,38,stores,rent,2,unskilled,2,none,yes,No Risk
greater_200,21,credits_paid_to_date,car_new,2138,100_to_500,less_1,3,male,none,4,car_other,28,stores,own,1,skilled,1,yes,yes,Risk
no_checking,36,prior_payments_delayed,furniture,6279,500_to_1000,4_to_7,4,female,none,5,car_other,38,none,free,2,skilled,1,yes,yes,Risk
0_to_200,17,all_credits_paid_back,vacation,1862,less_100,less_1,3,male,co-applicant,1,real_estate,19,none,own,1,skilled,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,6604,500_to_1000,greater_7,4,male,co-applicant,5,savings_insurance,52,none,free,2,management_self-employed,1,yes,yes,Risk
no_checking,25,outstanding_credit,furniture,7195,500_to_1000,greater_7,5,male,co-applicant,3,unknown,65,none,free,3,skilled,2,yes,yes,Risk
no_checking,25,prior_payments_delayed,appliances,6596,100_to_500,1_to_4,4,male,none,4,car_other,47,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,26,credits_paid_to_date,repairs,573,less_100,1_to_4,2,male,none,2,real_estate,22,stores,own,1,skilled,1,none,yes,No Risk
less_0,25,credits_paid_to_date,radio_tv,1831,less_100,less_1,2,male,none,2,car_other,33,none,own,2,skilled,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_new,1030,less_100,unemployed,2,female,none,1,real_estate,28,none,rent,1,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,furniture,250,less_100,1_to_4,2,male,none,1,real_estate,29,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,8,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,3,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,17,credits_paid_to_date,car_new,6382,500_to_1000,4_to_7,3,male,none,2,car_other,32,none,own,3,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,car_new,2099,less_100,1_to_4,2,female,none,2,car_other,41,none,free,1,skilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,repairs,5942,500_to_1000,4_to_7,4,male,none,4,savings_insurance,40,none,own,1,skilled,1,none,yes,Risk
no_checking,8,credits_paid_to_date,car_used,2666,100_to_500,1_to_4,2,male,co-applicant,2,real_estate,38,bank,own,2,unemployed,1,yes,yes,No Risk
no_checking,32,prior_payments_delayed,radio_tv,5613,100_to_500,1_to_4,3,male,none,4,car_other,34,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,31,prior_payments_delayed,appliances,2098,unknown,1_to_4,2,male,none,4,savings_insurance,42,none,own,2,skilled,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_new,1928,less_100,1_to_4,2,female,none,3,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
no_checking,22,outstanding_credit,education,5876,500_to_1000,1_to_4,4,male,none,5,car_other,30,stores,own,2,unskilled,1,yes,yes,No Risk
less_0,12,credits_paid_to_date,furniture,1046,less_100,4_to_7,2,male,none,2,real_estate,27,none,rent,1,skilled,1,none,yes,No Risk
less_0,16,credits_paid_to_date,car_new,250,500_to_1000,4_to_7,3,male,none,2,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
greater_200,30,outstanding_credit,other,6353,500_to_1000,1_to_4,4,male,none,2,savings_insurance,40,stores,free,2,unskilled,1,none,yes,Risk
0_to_200,15,prior_payments_delayed,car_used,250,greater_1000,4_to_7,3,male,none,2,real_estate,34,none,own,1,skilled,2,none,yes,No Risk
no_checking,34,outstanding_credit,vacation,8750,500_to_1000,greater_7,5,male,co-applicant,3,unknown,61,stores,free,2,unskilled,1,yes,yes,Risk
no_checking,31,outstanding_credit,radio_tv,9040,500_to_1000,greater_7,5,male,co-applicant,4,unknown,50,none,free,3,skilled,2,yes,yes,Risk
0_to_200,14,prior_payments_delayed,furniture,5127,less_100,1_to_4,3,male,none,4,savings_insurance,33,none,free,1,management_self-employed,1,none,yes,Risk
no_checking,8,credits_paid_to_date,car_used,376,less_100,4_to_7,3,female,none,3,savings_insurance,35,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_new,3468,less_100,less_1,3,female,none,3,savings_insurance,39,none,own,1,skilled,1,yes,yes,No Risk
no_checking,22,prior_payments_delayed,radio_tv,3273,100_to_500,1_to_4,3,male,none,4,savings_insurance,28,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,33,credits_paid_to_date,business,6699,greater_1000,4_to_7,4,female,none,4,car_other,45,none,free,2,skilled,1,yes,yes,Risk
no_checking,34,prior_payments_delayed,repairs,2403,unknown,greater_7,4,female,none,3,savings_insurance,46,none,own,2,skilled,1,none,yes,Risk
less_0,17,credits_paid_to_date,furniture,250,less_100,4_to_7,3,female,none,3,car_other,29,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,furniture,250,less_100,1_to_4,2,female,none,1,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_used,3719,100_to_500,1_to_4,2,male,none,3,savings_insurance,30,none,own,2,skilled,1,none,yes,No Risk
no_checking,48,outstanding_credit,repairs,3785,unknown,greater_7,5,female,none,4,car_other,35,none,own,2,skilled,1,yes,yes,Risk
no_checking,35,prior_payments_delayed,appliances,5232,greater_1000,4_to_7,3,female,none,4,car_other,45,none,own,2,skilled,2,yes,yes,Risk
0_to_200,22,credits_paid_to_date,car_new,592,less_100,less_1,1,female,none,3,savings_insurance,20,stores,own,1,skilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,7118,500_to_1000,4_to_7,4,male,co-applicant,5,unknown,48,none,free,2,skilled,2,yes,yes,Risk
no_checking,16,outstanding_credit,car_used,1946,500_to_1000,4_to_7,4,male,none,3,car_other,28,none,own,1,skilled,1,yes,yes,Risk
no_checking,27,credits_paid_to_date,furniture,4122,100_to_500,1_to_4,4,female,co-applicant,4,savings_insurance,47,none,free,1,skilled,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,business,4300,100_to_500,less_1,2,female,none,3,car_other,39,none,own,2,skilled,1,yes,yes,No Risk
less_0,12,prior_payments_delayed,furniture,2396,less_100,1_to_4,3,female,none,2,savings_insurance,36,none,own,3,skilled,1,none,yes,No Risk
no_checking,15,credits_paid_to_date,radio_tv,913,100_to_500,unemployed,2,male,none,4,savings_insurance,38,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,28,outstanding_credit,appliances,5385,500_to_1000,4_to_7,4,male,none,3,savings_insurance,43,stores,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,business,2501,100_to_500,4_to_7,4,male,none,3,savings_insurance,26,none,own,2,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,business,6394,100_to_500,greater_7,5,female,none,4,car_other,44,none,own,1,skilled,1,yes,yes,No Risk
no_checking,19,credits_paid_to_date,car_new,6630,100_to_500,1_to_4,2,male,none,4,car_other,50,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,26,prior_payments_delayed,furniture,9014,100_to_500,1_to_4,4,male,none,5,car_other,56,none,free,2,management_self-employed,1,yes,yes,No Risk
no_checking,28,prior_payments_delayed,car_used,4203,100_to_500,greater_7,3,male,none,3,savings_insurance,34,bank,own,2,unemployed,1,none,yes,Risk
no_checking,41,outstanding_credit,education,7971,greater_1000,greater_7,5,male,co-applicant,5,unknown,56,none,free,3,skilled,2,yes,yes,Risk
0_to_200,41,all_credits_paid_back,furniture,250,greater_1000,1_to_4,3,male,none,3,real_estate,24,bank,rent,2,unemployed,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,vacation,3007,less_100,1_to_4,3,male,none,3,car_other,42,none,own,1,management_self-employed,2,yes,yes,No Risk
no_checking,8,prior_payments_delayed,car_used,4969,100_to_500,1_to_4,3,female,none,2,savings_insurance,48,none,own,2,skilled,1,none,yes,Risk
0_to_200,18,credits_paid_to_date,furniture,1501,less_100,1_to_4,3,female,none,3,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
0_to_200,10,prior_payments_delayed,appliances,250,less_100,4_to_7,3,male,none,3,car_other,27,stores,own,1,skilled,1,none,yes,Risk
0_to_200,24,all_credits_paid_back,furniture,5795,less_100,less_1,3,male,none,2,car_other,25,none,own,1,skilled,2,yes,yes,No Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,less_1,1,male,none,1,real_estate,23,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,32,prior_payments_delayed,appliances,3281,100_to_500,1_to_4,2,male,none,3,savings_insurance,40,bank,own,1,unskilled,1,yes,yes,No Risk
no_checking,39,credits_paid_to_date,appliances,3054,100_to_500,greater_7,3,male,none,4,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
less_0,9,credits_paid_to_date,vacation,657,less_100,less_1,2,male,none,1,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,other,4367,greater_1000,greater_7,4,male,none,3,unknown,49,none,own,1,skilled,1,yes,yes,Risk
less_0,12,all_credits_paid_back,car_used,250,less_100,less_1,1,female,none,2,savings_insurance,32,bank,rent,1,unemployed,1,none,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,unemployed,1,male,none,1,real_estate,31,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,23,credits_paid_to_date,radio_tv,5801,500_to_1000,less_1,3,female,none,3,savings_insurance,33,none,own,2,skilled,1,yes,yes,No Risk
no_checking,31,prior_payments_delayed,appliances,5441,unknown,greater_7,4,male,none,4,unknown,47,none,own,2,skilled,1,yes,yes,Risk
0_to_200,18,credits_paid_to_date,car_used,1330,less_100,1_to_4,3,male,none,3,real_estate,30,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,credits_paid_to_date,radio_tv,5040,100_to_500,4_to_7,4,male,none,5,car_other,32,none,free,2,management_self-employed,1,none,yes,No Risk
less_0,21,prior_payments_delayed,furniture,3273,500_to_1000,1_to_4,3,male,none,2,savings_insurance,38,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,12,prior_payments_delayed,retraining,1498,greater_1000,greater_7,4,female,none,2,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,retraining,2219,less_100,less_1,1,female,none,2,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
no_checking,14,credits_paid_to_date,car_new,3540,greater_1000,4_to_7,4,male,none,3,car_other,46,none,own,2,skilled,2,none,yes,Risk
0_to_200,15,all_credits_paid_back,car_new,1380,100_to_500,less_1,2,female,none,2,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,car_new,4710,100_to_500,greater_7,4,male,none,5,car_other,42,none,own,1,management_self-employed,2,yes,no,Risk
no_checking,32,prior_payments_delayed,radio_tv,5102,500_to_1000,4_to_7,3,female,none,3,car_other,43,none,own,2,skilled,1,yes,yes,Risk
less_0,9,all_credits_paid_back,car_new,250,less_100,less_1,1,male,none,2,real_estate,19,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,11,prior_payments_delayed,car_new,4693,less_100,4_to_7,3,male,none,2,car_other,32,none,own,2,skilled,1,none,yes,No Risk
less_0,22,prior_payments_delayed,car_used,250,100_to_500,4_to_7,2,female,none,2,car_other,29,stores,own,1,unskilled,1,none,yes,Risk
less_0,20,credits_paid_to_date,car_used,1468,less_100,less_1,3,female,none,3,savings_insurance,28,none,own,1,skilled,2,none,yes,Risk
greater_200,10,credits_paid_to_date,car_new,895,less_100,1_to_4,3,male,none,2,real_estate,31,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,24,outstanding_credit,radio_tv,5677,500_to_1000,4_to_7,3,female,none,4,unknown,51,none,free,2,skilled,1,yes,yes,Risk
no_checking,16,outstanding_credit,car_used,1973,500_to_1000,4_to_7,4,female,none,4,car_other,46,none,own,2,skilled,1,none,yes,Risk
no_checking,24,prior_payments_delayed,radio_tv,4842,greater_1000,greater_7,3,female,none,3,unknown,46,none,own,2,skilled,1,none,yes,Risk
0_to_200,4,prior_payments_delayed,car_used,2802,less_100,less_1,3,female,none,3,savings_insurance,29,stores,own,2,unskilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,education,8089,greater_1000,greater_7,5,female,co-applicant,5,car_other,45,none,free,3,management_self-employed,2,yes,yes,Risk
no_checking,37,prior_payments_delayed,repairs,3773,500_to_1000,greater_7,4,male,none,4,savings_insurance,33,none,own,1,skilled,2,yes,yes,No Risk
0_to_200,36,outstanding_credit,radio_tv,5658,unknown,greater_7,4,male,co-applicant,4,unknown,40,stores,own,2,unskilled,2,yes,yes,Risk
less_0,22,prior_payments_delayed,car_used,1254,100_to_500,less_1,2,female,none,1,savings_insurance,28,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,vacation,6173,500_to_1000,greater_7,5,male,none,4,unknown,48,none,free,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,100_to_500,less_1,1,female,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,8,prior_payments_delayed,car_new,1074,500_to_1000,4_to_7,2,female,none,3,savings_insurance,37,stores,own,2,skilled,2,none,yes,No Risk
less_0,14,all_credits_paid_back,car_new,1943,less_100,1_to_4,2,female,none,3,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
no_checking,24,outstanding_credit,vacation,5173,500_to_1000,greater_7,4,female,none,4,car_other,46,none,free,2,skilled,2,yes,yes,Risk
no_checking,19,outstanding_credit,business,8785,100_to_500,greater_7,4,male,none,4,unknown,53,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,16,prior_payments_delayed,furniture,1948,100_to_500,4_to_7,3,male,none,4,savings_insurance,36,bank,own,1,unskilled,1,none,yes,No Risk
less_0,4,no_credits,repairs,250,less_100,1_to_4,1,female,none,1,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,13,credits_paid_to_date,car_new,3967,less_100,less_1,3,female,none,3,savings_insurance,32,none,own,1,skilled,1,yes,yes,Risk
0_to_200,26,credits_paid_to_date,car_new,250,greater_1000,1_to_4,2,female,none,3,savings_insurance,27,stores,own,2,skilled,1,none,yes,No Risk
no_checking,37,credits_paid_to_date,radio_tv,5035,100_to_500,4_to_7,3,female,none,2,savings_insurance,37,none,own,1,skilled,1,none,yes,Risk
less_0,13,prior_payments_delayed,car_new,4070,less_100,4_to_7,2,female,none,2,car_other,39,stores,own,2,skilled,1,yes,yes,No Risk
0_to_200,15,prior_payments_delayed,furniture,1931,less_100,1_to_4,3,male,none,4,car_other,35,stores,own,2,unskilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_new,250,less_100,4_to_7,2,female,none,1,savings_insurance,44,bank,rent,1,unemployed,1,yes,yes,No Risk
less_0,13,no_credits,car_new,1920,less_100,less_1,2,male,none,2,savings_insurance,26,stores,rent,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,2483,500_to_1000,1_to_4,2,male,none,2,savings_insurance,39,none,own,1,skilled,2,none,yes,Risk
less_0,25,prior_payments_delayed,education,1720,greater_1000,4_to_7,3,male,none,1,unknown,41,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,7,all_credits_paid_back,car_new,3091,less_100,less_1,3,female,none,2,savings_insurance,28,none,own,2,skilled,1,none,yes,No Risk
greater_200,22,outstanding_credit,appliances,3964,unknown,4_to_7,4,female,co-applicant,4,car_other,57,none,free,3,skilled,1,yes,yes,Risk
0_to_200,4,credits_paid_to_date,car_used,3713,less_100,4_to_7,3,female,none,3,savings_insurance,33,none,free,2,skilled,1,none,yes,Risk
less_0,8,prior_payments_delayed,car_new,418,less_100,less_1,1,female,co-applicant,1,car_other,37,bank,own,1,unemployed,1,yes,yes,No Risk
greater_200,21,all_credits_paid_back,repairs,1779,less_100,4_to_7,3,female,none,2,savings_insurance,39,none,own,1,skilled,2,none,yes,No Risk
no_checking,33,prior_payments_delayed,radio_tv,5894,500_to_1000,4_to_7,4,male,none,4,savings_insurance,42,none,own,1,management_self-employed,1,none,yes,Risk
no_checking,31,prior_payments_delayed,car_used,2340,500_to_1000,1_to_4,4,female,none,4,savings_insurance,37,none,own,2,skilled,1,none,yes,Risk
no_checking,36,prior_payments_delayed,other,7233,500_to_1000,greater_7,4,male,none,2,unknown,46,none,free,2,skilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,education,5107,500_to_1000,1_to_4,4,male,none,3,savings_insurance,26,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,10,prior_payments_delayed,furniture,1975,500_to_1000,4_to_7,2,female,none,2,car_other,40,stores,own,2,skilled,2,none,yes,No Risk
less_0,11,prior_payments_delayed,furniture,1873,less_100,1_to_4,3,male,none,3,car_other,31,none,rent,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,car_used,9131,500_to_1000,4_to_7,5,male,co-applicant,4,car_other,41,none,free,2,management_self-employed,2,yes,yes,Risk
0_to_200,24,credits_paid_to_date,furniture,6084,less_100,less_1,3,female,none,3,savings_insurance,24,none,own,1,skilled,1,none,yes,No Risk
0_to_200,18,credits_paid_to_date,car_used,1982,less_100,unemployed,2,female,none,3,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,23,outstanding_credit,appliances,4655,unknown,4_to_7,4,female,none,4,car_other,46,none,own,2,skilled,2,yes,yes,Risk
less_0,18,credits_paid_to_date,furniture,1149,less_100,less_1,3,female,co-applicant,2,real_estate,44,stores,own,2,unskilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,retraining,3878,less_100,less_1,2,female,none,2,real_estate,36,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,6596,100_to_500,less_1,4,male,none,4,savings_insurance,35,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,941,less_100,less_1,2,male,none,1,savings_insurance,27,none,own,1,skilled,1,none,yes,No Risk
greater_200,37,prior_payments_delayed,radio_tv,4967,100_to_500,4_to_7,3,female,none,2,unknown,39,stores,own,2,unskilled,1,yes,yes,Risk
no_checking,9,prior_payments_delayed,car_new,933,500_to_1000,greater_7,3,male,none,3,car_other,54,none,free,2,skilled,1,yes,yes,No Risk
no_checking,26,outstanding_credit,furniture,4834,500_to_1000,1_to_4,4,male,none,5,unknown,42,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,23,all_credits_paid_back,car_new,378,less_100,1_to_4,2,female,none,3,savings_insurance,19,stores,own,1,skilled,1,none,yes,Risk
0_to_200,17,prior_payments_delayed,furniture,2068,greater_1000,1_to_4,3,male,none,3,savings_insurance,33,none,own,2,skilled,2,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,546,less_100,less_1,2,male,none,1,real_estate,26,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,30,prior_payments_delayed,furniture,6220,100_to_500,greater_7,5,male,none,5,car_other,50,none,free,2,management_self-employed,1,yes,yes,Risk
0_to_200,30,credits_paid_to_date,business,788,100_to_500,1_to_4,3,female,co-applicant,2,savings_insurance,33,stores,free,1,unskilled,1,yes,yes,No Risk
less_0,28,credits_paid_to_date,furniture,2875,100_to_500,4_to_7,3,male,none,2,savings_insurance,29,stores,own,1,unskilled,1,yes,yes,Risk
no_checking,21,prior_payments_delayed,radio_tv,6013,greater_1000,1_to_4,4,male,none,5,car_other,48,none,own,2,management_self-employed,2,none,yes,No Risk
no_checking,28,prior_payments_delayed,business,7860,100_to_500,1_to_4,3,male,none,4,savings_insurance,42,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,41,prior_payments_delayed,repairs,4569,500_to_1000,greater_7,5,male,none,3,savings_insurance,51,none,free,2,skilled,2,yes,yes,Risk
no_checking,35,outstanding_credit,furniture,6438,greater_1000,1_to_4,4,male,co-applicant,4,unknown,44,none,own,1,skilled,1,yes,yes,No Risk
no_checking,21,credits_paid_to_date,car_new,1127,unknown,1_to_4,3,male,none,3,real_estate,21,none,own,1,skilled,2,yes,yes,Risk
less_0,13,prior_payments_delayed,car_used,403,less_100,less_1,1,male,none,3,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
greater_200,33,outstanding_credit,appliances,8503,500_to_1000,4_to_7,5,female,none,4,unknown,29,none,own,1,skilled,1,yes,yes,Risk
less_0,21,credits_paid_to_date,furniture,3384,less_100,less_1,1,female,none,1,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,furniture,3143,less_100,less_1,3,female,none,3,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
greater_200,21,outstanding_credit,appliances,3655,500_to_1000,greater_7,3,male,none,4,car_other,43,none,free,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,661,less_100,less_1,1,female,none,2,savings_insurance,33,none,own,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_used,4328,less_100,1_to_4,3,female,none,3,real_estate,34,none,rent,1,skilled,1,none,yes,No Risk
greater_200,13,credits_paid_to_date,car_used,3689,500_to_1000,less_1,2,female,co-applicant,3,car_other,43,none,free,1,skilled,1,yes,yes,No Risk
no_checking,29,prior_payments_delayed,appliances,6408,100_to_500,4_to_7,4,female,none,4,savings_insurance,44,none,own,2,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_new,250,less_100,less_1,2,female,none,3,savings_insurance,27,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,car_new,5734,less_100,less_1,2,male,none,3,car_other,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,29,outstanding_credit,car_used,3810,greater_1000,greater_7,4,male,none,4,unknown,45,bank,own,2,unemployed,2,yes,yes,No Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,2,savings_insurance,21,none,rent,1,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,repairs,2016,less_100,1_to_4,3,female,none,3,car_other,19,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,5891,100_to_500,greater_7,4,male,none,4,unknown,58,none,free,3,skilled,2,yes,yes,Risk
no_checking,13,outstanding_credit,furniture,5082,unknown,4_to_7,4,male,none,4,savings_insurance,36,none,free,2,management_self-employed,2,yes,yes,No Risk
0_to_200,21,prior_payments_delayed,retraining,2949,500_to_1000,1_to_4,2,female,none,2,car_other,39,none,rent,1,skilled,1,none,yes,No Risk
no_checking,20,outstanding_credit,car_used,4376,500_to_1000,1_to_4,3,male,none,4,car_other,46,none,own,1,skilled,1,none,yes,Risk
no_checking,27,outstanding_credit,vacation,6851,500_to_1000,4_to_7,4,male,none,4,car_other,45,none,own,2,management_self-employed,1,yes,yes,No Risk
less_0,8,no_credits,car_new,250,less_100,less_1,2,male,none,2,real_estate,21,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,2441,less_100,1_to_4,3,male,none,3,savings_insurance,30,none,rent,1,skilled,1,none,yes,Risk
no_checking,33,prior_payments_delayed,appliances,8028,greater_1000,greater_7,5,male,co-applicant,3,car_other,28,none,free,3,management_self-employed,2,yes,yes,Risk
no_checking,33,prior_payments_delayed,education,6446,100_to_500,1_to_4,4,female,none,4,car_other,54,bank,own,2,unskilled,1,none,yes,No Risk
0_to_200,28,credits_paid_to_date,radio_tv,1224,100_to_500,less_1,1,female,none,3,car_other,32,bank,rent,1,unskilled,1,none,yes,Risk
less_0,21,prior_payments_delayed,radio_tv,1763,less_100,4_to_7,3,male,none,2,unknown,34,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,15,outstanding_credit,retraining,4372,100_to_500,greater_7,3,male,none,4,car_other,51,none,own,1,management_self-employed,1,none,yes,Risk
0_to_200,28,credits_paid_to_date,radio_tv,5184,greater_1000,greater_7,3,female,none,4,unknown,41,bank,rent,2,unemployed,1,yes,yes,Risk
no_checking,8,prior_payments_delayed,repairs,1420,100_to_500,1_to_4,2,male,none,4,real_estate,34,none,own,1,management_self-employed,2,yes,yes,No Risk
0_to_200,46,credits_paid_to_date,appliances,3924,100_to_500,1_to_4,3,female,none,3,real_estate,32,none,own,1,skilled,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,radio_tv,250,100_to_500,less_1,1,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
less_0,32,credits_paid_to_date,radio_tv,1515,greater_1000,greater_7,4,male,co-applicant,2,savings_insurance,39,stores,own,1,skilled,1,yes,yes,No Risk
no_checking,38,credits_paid_to_date,appliances,5308,100_to_500,4_to_7,3,male,none,3,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,outstanding_credit,radio_tv,7508,greater_1000,greater_7,5,male,co-applicant,5,car_other,51,none,free,2,skilled,2,yes,yes,Risk
no_checking,9,credits_paid_to_date,repairs,1164,less_100,1_to_4,3,female,none,3,savings_insurance,39,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,radio_tv,4795,500_to_1000,4_to_7,4,male,none,4,car_other,50,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,9,prior_payments_delayed,furniture,250,greater_1000,1_to_4,2,female,none,1,savings_insurance,45,stores,own,2,skilled,1,none,yes,No Risk
less_0,31,credits_paid_to_date,retraining,1997,less_100,1_to_4,3,male,none,3,savings_insurance,31,none,own,2,skilled,2,none,yes,No Risk
0_to_200,4,all_credits_paid_back,appliances,250,less_100,1_to_4,2,female,none,1,savings_insurance,54,none,own,1,skilled,1,none,yes,No Risk
less_0,20,prior_payments_delayed,radio_tv,1155,greater_1000,1_to_4,3,male,none,3,savings_insurance,33,none,rent,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,unemployed,1,female,none,1,real_estate,23,none,rent,1,skilled,1,none,yes,No Risk
less_0,12,credits_paid_to_date,furniture,620,500_to_1000,less_1,2,female,none,1,car_other,30,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,car_new,1387,less_100,less_1,2,female,none,3,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
greater_200,25,credits_paid_to_date,car_used,6225,100_to_500,1_to_4,3,male,none,4,savings_insurance,40,none,own,2,skilled,1,none,yes,Risk
no_checking,32,prior_payments_delayed,education,4424,500_to_1000,4_to_7,3,male,none,4,savings_insurance,32,none,own,2,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_new,2244,less_100,less_1,2,female,none,3,real_estate,21,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,other,2992,unknown,greater_7,4,male,none,4,car_other,53,none,own,2,skilled,1,none,yes,No Risk
less_0,20,prior_payments_delayed,car_used,2034,greater_1000,greater_7,4,male,none,3,car_other,47,none,own,2,skilled,1,yes,yes,No Risk
no_checking,19,credits_paid_to_date,radio_tv,2804,100_to_500,less_1,3,female,none,2,real_estate,31,stores,own,1,skilled,1,none,yes,No Risk
less_0,10,all_credits_paid_back,car_used,259,100_to_500,1_to_4,2,female,none,2,real_estate,29,none,own,1,skilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,car_used,6602,less_100,unemployed,3,male,none,4,savings_insurance,29,none,free,1,management_self-employed,1,yes,yes,No Risk
0_to_200,32,outstanding_credit,appliances,4902,100_to_500,4_to_7,4,male,none,3,car_other,33,none,free,2,skilled,1,yes,yes,Risk
0_to_200,32,credits_paid_to_date,business,2238,100_to_500,1_to_4,2,male,none,2,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
no_checking,33,prior_payments_delayed,appliances,6805,100_to_500,4_to_7,3,female,none,4,savings_insurance,47,none,own,2,skilled,1,none,yes,Risk
0_to_200,9,no_credits,car_new,250,less_100,unemployed,2,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,car_used,3706,greater_1000,1_to_4,4,female,none,4,car_other,36,stores,own,2,unskilled,2,yes,yes,No Risk
0_to_200,18,credits_paid_to_date,appliances,3301,less_100,1_to_4,2,male,none,3,car_other,19,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,53,outstanding_credit,education,10148,greater_1000,greater_7,6,male,co-applicant,5,unknown,61,none,free,3,skilled,2,yes,yes,Risk
less_0,4,all_credits_paid_back,car_used,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,22,no_credits,furniture,1822,less_100,1_to_4,3,female,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,32,prior_payments_delayed,radio_tv,3581,500_to_1000,4_to_7,4,female,none,2,car_other,43,none,own,2,skilled,1,none,yes,No Risk
0_to_200,25,credits_paid_to_date,car_new,2021,500_to_1000,1_to_4,3,male,none,3,car_other,38,none,rent,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,other,8022,100_to_500,4_to_7,5,male,none,3,car_other,53,none,free,2,management_self-employed,1,yes,yes,Risk
less_0,11,all_credits_paid_back,furniture,833,less_100,less_1,1,male,none,2,savings_insurance,37,stores,own,1,skilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,car_used,1654,less_100,1_to_4,2,male,none,2,savings_insurance,36,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,car_used,4097,100_to_500,1_to_4,3,male,none,3,car_other,43,none,own,2,skilled,1,none,yes,No Risk
0_to_200,12,prior_payments_delayed,retraining,5715,less_100,less_1,3,male,co-applicant,3,savings_insurance,31,none,own,1,skilled,1,yes,yes,No Risk
greater_200,27,credits_paid_to_date,furniture,4650,less_100,1_to_4,3,male,none,4,savings_insurance,40,none,own,1,skilled,1,none,yes,No Risk
0_to_200,11,prior_payments_delayed,furniture,250,greater_1000,4_to_7,3,male,none,3,car_other,32,bank,own,1,unemployed,1,none,yes,No Risk
no_checking,32,outstanding_credit,appliances,6536,unknown,greater_7,5,male,co-applicant,5,unknown,54,stores,own,2,unskilled,2,yes,yes,Risk
0_to_200,38,outstanding_credit,other,1597,500_to_1000,greater_7,3,female,co-applicant,3,savings_insurance,27,stores,own,1,skilled,1,none,yes,Risk
less_0,12,all_credits_paid_back,car_new,4152,less_100,1_to_4,2,male,none,3,savings_insurance,29,none,own,2,skilled,1,none,yes,No Risk