Logistic Regresstion Workshop: Credit Risks

5 Nov 2020 (18.00 - 20.00) at SIT, KMUTT

ทำการ Training ข้อมูลเพื่อศึกษาว่าจะให้กู้หรือไม่

Process

1. Logistic

• Weka
• Java
• ARFF (ไฟล์)

2. Modeling

• PMML and PMML file

3. Application

• Mini Java Application

Data

• @attribute Married {Yes, No}
• @attribute Dependents {0, 1, 2, 3+}
• @attribute Education {Graduate, NotGraduate}
• @attribute Self_Employed {Yes, No}
• @attribute ApplicantIncome numeric
• @attribute CoapplicantIncome numeric
• @attribute LoanAmount numeric
• @attribute Loan_Amount_Term numeric
• @attribute Property_Area {Rural, Urban, Semiurban}
• @attribute Loan_Status {Y, N}

Installation

1. Create Java with Ant to create Java Application
2. Add 2 Libs in Lib

• Classifier (Ctrl+space 2 time will search in Lib)