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GBSG2.arff
700 lines (699 loc) · 25.6 KB
/
GBSG2.arff
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% German Breast Cancer Study Group 2
@relation GBSG2
@attribute horTh {'no','yes'}
@attribute age numeric
@attribute menostat {'Pre','Post'}
@attribute tsize numeric
@attribute tgrade {'I','II','III'}
@attribute pnodes numeric
@attribute progrec numeric
@attribute estrec numeric
@attribute time numeric
@attribute cens {0,1}
@data
'no',70,'Post',21,'II',3,48,66,1814,1
'yes',56,'Post',12,'II',7,61,77,2018,1
'yes',58,'Post',35,'II',9,52,271,712,1
'yes',59,'Post',17,'II',4,60,29,1807,1
'no',73,'Post',35,'II',1,26,65,772,1
'no',32,'Pre',57,'III',24,0,13,448,1
'yes',59,'Post',8,'II',2,181,0,2172,0
'no',65,'Post',16,'II',1,192,25,2161,0
'no',80,'Post',39,'II',30,0,59,471,1
'no',66,'Post',18,'II',7,0,3,2014,0
'yes',68,'Post',40,'II',9,16,20,577,1
'yes',71,'Post',21,'II',9,0,0,184,1
'yes',59,'Post',58,'II',1,154,101,1840,0
'no',50,'Post',27,'III',1,16,12,1842,0
'yes',70,'Post',22,'II',3,113,139,1821,0
'no',54,'Post',30,'II',1,135,6,1371,1
'no',39,'Pre',35,'I',4,79,28,707,1
'yes',66,'Post',23,'II',1,112,225,1743,0
'yes',69,'Post',25,'I',1,131,196,1781,0
'no',55,'Post',65,'I',4,312,76,865,1
'no',56,'Post',22,'II',1,28,23,1684,1
'no',57,'Post',21,'II',2,184,294,1701,0
'no',65,'Post',25,'III',1,0,0,1701,0
'yes',70,'Post',15,'II',3,89,151,1693,0
'no',65,'Post',70,'III',26,2,64,379,1
'no',44,'Pre',23,'II',2,299,35,1105,1
'yes',59,'Post',23,'III',3,8,0,548,1
'no',43,'Pre',35,'II',4,37,5,1296,1
'yes',53,'Post',58,'II',1,0,0,1483,0
'no',32,'Pre',25,'II',2,36,10,1570,0
'no',45,'Pre',45,'III',2,0,0,1469,0
'no',36,'Pre',44,'III',2,6,5,1472,0
'yes',57,'Post',35,'III',1,1490,209,1342,0
'no',55,'Post',25,'I',2,26,53,1349,0
'no',34,'Pre',15,'II',5,103,118,1162,1
'yes',58,'Post',35,'II',2,38,18,1342,0
'no',62,'Post',22,'II',12,0,8,797,1
'no',64,'Post',25,'I',9,67,86,1232,0
'no',53,'Post',23,'II',3,13,7,1230,0
'no',53,'Post',13,'II',8,423,175,1205,0
'no',65,'Post',52,'III',7,25,155,1090,0
'no',45,'Pre',38,'II',38,160,5,1095,0
'no',58,'Post',42,'III',1,0,0,449,1
'yes',68,'Post',23,'II',1,27,5,972,0
'yes',67,'Post',25,'II',1,15,55,825,0
'no',59,'Post',25,'I',2,33,51,2438,0
'no',65,'Post',20,'II',1,6,6,2233,0
'yes',34,'Pre',30,'III',12,0,5,286,1
'yes',65,'Post',18,'II',5,133,175,1861,0
'no',61,'Post',30,'II',9,41,51,1080,1
'yes',61,'Post',25,'II',1,21,172,1521,1
'no',46,'Post',25,'II',1,2,0,1693,0
'no',63,'Post',25,'II',1,86,366,1528,1
'yes',45,'Pre',19,'II',7,19,0,169,1
'no',46,'Pre',35,'II',7,67,44,272,1
'no',63,'Post',40,'II',3,5,8,731,1
'yes',53,'Pre',21,'II',9,29,9,2059,0
'yes',43,'Post',40,'I',4,233,19,1853,0
'no',31,'Pre',23,'II',4,20,0,1854,0
'yes',71,'Post',15,'II',9,85,9,1645,0
'yes',59,'Post',28,'II',18,0,7,544,1
'no',62,'Post',15,'II',4,22,70,1666,0
'no',54,'Post',30,'II',2,31,11,353,1
'no',46,'Pre',25,'II',13,82,20,1791,0
'yes',53,'Post',25,'II',2,9,1,1685,0
'no',45,'Pre',10,'II',1,14,3,191,1
'no',48,'Pre',30,'II',4,19,4,370,1
'no',32,'Pre',20,'II',5,55,41,173,1
'no',30,'Pre',12,'II',11,4,3,242,1
'no',53,'Post',16,'III',1,1,1,420,1
'no',42,'Pre',12,'II',6,388,30,438,1
'no',48,'Pre',35,'II',1,41,61,1624,0
'yes',54,'Post',30,'II',6,15,81,1036,1
'no',56,'Post',25,'II',11,0,36,359,1
'no',51,'Pre',25,'II',16,91,31,171,1
'no',68,'Post',18,'II',14,0,2,959,1
'no',46,'Pre',21,'II',3,73,13,1351,0
'no',41,'Pre',15,'II',4,11,11,486,1
'no',48,'Pre',16,'III',10,0,0,525,1
'no',55,'Pre',23,'II',3,295,34,762,1
'no',52,'Pre',36,'II',6,6,16,175,1
'no',36,'Pre',8,'III',1,10,0,1195,0
'no',44,'Pre',25,'III',6,5,2,338,1
'no',47,'Post',20,'III',6,408,36,1125,0
'yes',47,'Post',40,'III',6,187,24,916,0
'yes',59,'Post',23,'II',1,13,20,972,0
'no',65,'Post',10,'II',3,42,59,867,0
'no',42,'Pre',25,'II',7,0,2,249,1
'no',63,'Post',32,'II',16,7,132,281,1
'no',40,'Pre',22,'II',2,13,18,758,0
'yes',62,'Post',50,'II',11,1,2,377,1
'no',55,'Post',40,'I',2,64,81,1976,0
'yes',47,'Pre',45,'II',2,264,59,2539,0
'no',63,'Post',23,'II',3,22,32,2467,0
'no',69,'Post',20,'II',2,154,191,876,1
'no',43,'Pre',21,'II',1,206,87,2132,0
'no',59,'Post',24,'II',14,2,22,426,1
'no',75,'Post',50,'II',1,170,317,554,1
'yes',41,'Pre',40,'II',4,100,100,1246,1
'no',47,'Pre',36,'III',2,154,99,1926,0
'no',43,'Pre',80,'II',20,2,25,1207,1
'no',42,'Pre',30,'III',4,65,81,1852,0
'no',46,'Pre',35,'I',5,100,0,1174,1
'no',65,'Post',58,'II',11,390,119,1250,0
'no',59,'Post',30,'II',3,0,2,530,1
'no',48,'Pre',70,'II',7,8,0,1502,0
'no',44,'Pre',27,'II',3,525,61,1364,0
'no',53,'Post',25,'II',13,77,131,1170,1
'no',53,'Post',25,'II',2,54,58,1729,0
'no',60,'Pre',23,'II',3,136,507,1642,0
'no',64,'Post',24,'II',2,206,304,1218,1
'no',56,'Post',8,'II',1,110,0,1358,0
'no',66,'Post',30,'II',16,0,508,360,1
'no',50,'Pre',30,'II',1,183,243,550,1
'yes',63,'Post',22,'II',9,64,19,857,0
'no',61,'Post',60,'II',51,45,38,768,0
'no',46,'Pre',26,'I',3,33,68,858,0
'yes',63,'Post',23,'II',3,3,2,770,0
'no',49,'Pre',55,'II',7,0,0,679,1
'no',33,'Pre',35,'III',1,26,0,1164,1
'no',50,'Post',52,'II',1,0,0,350,1
'no',45,'Pre',29,'II',1,0,0,578,1
'no',51,'Pre',20,'II',1,0,0,1460,1
'no',39,'Pre',30,'III',1,0,0,1434,0
'yes',56,'Post',40,'II',3,0,3,1763,1
'no',60,'Post',15,'II',2,84,93,889,1
'yes',47,'Pre',35,'III',17,14,3,357,1
'no',58,'Post',50,'II',7,77,77,547,1
'yes',56,'Pre',21,'II',3,111,20,1722,0
'yes',54,'Post',21,'II',1,7,139,2372,0
'yes',56,'Post',40,'II',3,0,59,2030,1
'no',57,'Post',26,'II',1,166,521,1002,1
'no',53,'Post',10,'II',1,17,61,1280,1
'no',31,'Pre',60,'II',7,542,77,338,1
'yes',41,'Pre',80,'II',1,0,0,533,1
'yes',66,'Post',33,'II',3,0,0,168,0
'yes',37,'Pre',25,'II',1,235,38,1169,0
'no',66,'Post',15,'II',1,252,185,1675,1
'no',48,'Pre',45,'III',1,0,0,1862,0
'no',44,'Pre',21,'II',3,1600,70,629,0
'no',51,'Pre',50,'II',9,0,0,1167,0
'no',57,'Post',20,'II',3,39,83,495,1
'no',65,'Post',17,'I',1,935,200,967,0
'yes',40,'Pre',30,'II',2,320,30,1720,0
'yes',62,'Post',19,'II',1,35,1060,598,1
'yes',64,'Post',30,'III',12,0,0,392,1
'no',46,'Pre',12,'II',3,175,80,1502,0
'yes',62,'Post',25,'II',1,35,185,229,0
'no',44,'Pre',30,'II',7,110,20,310,0
'no',69,'Post',27,'I',3,140,350,1296,0
'no',48,'Pre',15,'II',6,0,110,488,0
'no',47,'Post',12,'II',2,0,50,942,0
'yes',64,'Post',26,'II',5,370,220,570,0
'no',58,'Post',52,'III',5,0,0,1177,0
'yes',65,'Post',30,'II',5,85,365,1113,0
'no',40,'Pre',40,'II',5,50,75,288,1
'yes',62,'Post',21,'II',2,0,0,723,0
'no',55,'Post',20,'III',16,0,0,403,1
'no',62,'Post',25,'III',5,0,0,1225,1
'no',29,'Pre',12,'II',4,32,150,338,1
'no',38,'Pre',18,'III',5,141,105,1337,1
'no',52,'Pre',20,'I',1,78,14,1420,1
'no',47,'Post',55,'II',18,29,87,2048,0
'no',53,'Pre',75,'III',19,375,107,600,1
'no',37,'Pre',15,'I',1,162,22,1765,0
'no',63,'Post',60,'II',15,180,12,491,1
'no',63,'Post',45,'III',7,20,93,305,1
'no',59,'Post',22,'II',2,23,235,1582,0
'no',48,'Pre',30,'II',15,250,45,1771,0
'no',33,'Pre',15,'III',33,66,8,960,1
'no',38,'Pre',57,'III',9,18,62,571,1
'no',32,'Pre',28,'II',12,33,107,675,0
'no',31,'Pre',28,'II',2,349,189,285,1
'no',53,'Post',48,'II',7,254,117,1472,0
'no',47,'Pre',30,'II',1,422,89,1279,1
'no',40,'Pre',24,'I',3,25,11,148,0
'yes',64,'Post',19,'II',1,19,9,1863,0
'yes',49,'Post',56,'I',3,356,64,1933,0
'no',53,'Post',52,'II',9,6,29,358,1
'yes',70,'Post',18,'II',1,107,307,734,0
'yes',61,'Post',22,'II',2,6,173,2372,1
'no',43,'Pre',30,'II',1,22,0,2563,0
'yes',74,'Post',20,'II',1,462,240,2372,0
'yes',58,'Post',18,'I',2,74,67,1989,1
'yes',49,'Pre',20,'II',6,56,98,2015,1
'yes',61,'Post',35,'III',2,23,9,1956,0
'no',66,'Post',40,'III',16,21,412,945,1
'yes',66,'Post',20,'III',3,54,17,2153,0
'no',59,'Post',23,'II',2,88,38,838,1
'no',51,'Post',70,'III',6,28,5,113,1
'yes',71,'Post',18,'II',2,31,9,1833,0
'no',46,'Pre',50,'III',10,44,4,1722,0
'no',52,'Pre',40,'III',6,32,5,241,1
'yes',60,'Post',16,'II',1,184,51,1352,1
'no',60,'Post',50,'II',7,65,30,1702,0
'yes',67,'Post',27,'II',4,1118,753,1222,0
'no',54,'Post',30,'III',3,1,0,1089,0
'no',55,'Post',12,'II',1,63,19,1243,0
'no',38,'Pre',20,'II',9,24,34,579,1
'yes',52,'Post',25,'II',13,31,196,1043,1
'no',43,'Pre',30,'II',3,45,11,2234,0
'no',50,'Pre',22,'I',1,135,111,2297,0
'yes',61,'Post',25,'I',2,32,144,2014,0
'no',62,'Post',20,'II',2,7,9,518,1
'no',46,'Pre',30,'III',1,36,33,940,0
'no',50,'Pre',25,'III',1,20,13,766,0
'no',52,'Post',20,'III',10,7,8,251,1
'no',45,'Pre',20,'II',2,64,48,1959,0
'no',52,'Post',10,'II',3,109,12,1897,0
'no',51,'Post',120,'II',12,3,1,160,1
'no',66,'Post',28,'II',2,488,298,970,0
'no',50,'Pre',35,'I',1,408,44,892,0
'yes',60,'Post',32,'I',3,104,203,753,0
'no',61,'Post',20,'II',5,25,75,348,1
'yes',64,'Post',45,'III',5,1,8,275,1
'no',64,'Post',17,'I',1,227,0,1329,1
'no',51,'Post',35,'III',1,6,1,1193,1
'yes',63,'Post',30,'II',7,0,0,698,1
'no',62,'Post',12,'II',7,0,0,436,1
'yes',65,'Post',18,'III',1,0,0,552,1
'yes',67,'Post',20,'II',1,0,0,564,1
'no',62,'Post',30,'II',1,8,371,2239,0
'yes',48,'Pre',25,'II',1,235,33,2237,0
'no',67,'Post',25,'II',1,6,19,529,1
'no',46,'Pre',11,'II',2,0,0,1820,0
'yes',56,'Post',20,'I',1,2,334,1756,0
'yes',72,'Post',34,'III',36,2,1091,515,1
'yes',50,'Post',70,'II',19,10,57,272,1
'no',58,'Post',21,'III',2,1,1,891,1
'no',63,'Post',21,'II',1,0,378,1356,0
'no',45,'Post',15,'II',6,1,162,1352,0
'no',46,'Pre',21,'III',1,7,109,1077,0
'yes',58,'Post',18,'II',3,64,418,675,1
'yes',60,'Post',39,'III',9,0,0,855,0
'no',53,'Post',30,'III',1,1,4,740,0
'yes',63,'Post',21,'II',1,26,30,2551,0
'no',60,'Post',35,'II',12,41,62,754,1
'no',33,'Pre',25,'II',8,96,13,819,1
'yes',63,'Post',19,'II',5,18,38,1280,1
'no',70,'Post',16,'II',2,126,338,2388,0
'yes',60,'Post',30,'II',2,92,18,2296,0
'yes',54,'Post',25,'II',1,5,57,1884,0
'yes',64,'Post',25,'III',3,56,272,1059,1
'no',57,'Post',55,'III',6,22,186,859,0
'yes',50,'Post',21,'I',1,82,2,1109,0
'no',53,'Post',20,'II',1,1,1,1192,1
'no',77,'Post',20,'III',4,94,325,1806,1
'yes',47,'Pre',60,'II',15,5,38,500,1
'no',41,'Pre',20,'II',4,8,38,1589,1
'yes',47,'Pre',30,'II',5,12,11,1463,1
'yes',63,'Post',25,'II',2,8,195,1826,0
'no',48,'Pre',22,'II',4,26,29,1231,0
'no',40,'Pre',15,'II',1,204,138,1117,0
'yes',57,'Post',30,'II',8,40,40,836,1
'no',47,'Pre',40,'II',2,33,59,1222,0
'no',46,'Pre',22,'II',4,24,74,663,0
'yes',58,'Post',35,'III',7,0,0,722,1
'yes',51,'Pre',25,'II',1,167,109,322,0
'yes',62,'Post',23,'II',2,0,14,1150,1
'no',50,'Pre',60,'III',4,0,0,446,1
'yes',65,'Post',30,'II',5,0,36,1855,0
'yes',59,'Post',30,'II',8,0,0,238,1
'no',49,'Pre',18,'II',2,0,0,1838,0
'yes',52,'Post',25,'II',13,0,0,1826,0
'no',45,'Pre',30,'II',1,0,0,1093,1
'no',49,'Post',14,'II',1,0,0,2051,0
'no',58,'Post',45,'III',4,0,0,370,1
'no',25,'Pre',22,'II',2,250,87,861,1
'no',50,'Pre',30,'III',6,0,0,1587,1
'no',43,'Pre',27,'II',1,23,9,552,1
'no',46,'Pre',12,'II',1,6,49,2353,0
'yes',64,'Post',24,'III',5,366,201,2471,0
'yes',63,'Post',43,'II',5,21,174,893,1
'no',40,'Pre',35,'II',2,279,99,2093,1
'yes',57,'Post',22,'II',4,16,5,2612,0
'yes',58,'Post',56,'I',11,51,50,956,1
'yes',62,'Post',25,'III',4,12,49,1637,0
'yes',50,'Pre',42,'I',2,238,26,2456,0
'no',49,'Post',30,'II',4,40,177,2227,0
'no',64,'Post',24,'II',2,41,80,1601,1
'yes',66,'Post',15,'II',2,15,42,1841,0
'yes',37,'Pre',30,'II',4,104,107,2177,0
'no',60,'Post',18,'III',2,12,8,2052,0
'yes',63,'Post',23,'III',12,3,2,973,0
'no',51,'Pre',12,'I',2,55,64,2156,0
'yes',49,'Pre',28,'I',4,364,120,1499,0
'yes',57,'Post',7,'II',1,1,1,2030,0
'yes',68,'Post',14,'II',6,40,68,573,1
'no',47,'Pre',25,'II',1,199,134,1666,0
'no',51,'Post',13,'II',5,89,134,1979,0
'yes',49,'Pre',19,'I',5,69,14,1786,0
'no',63,'Post',28,'II',4,258,46,1847,0
'yes',64,'Post',15,'II',1,340,71,2009,0
'no',65,'Post',24,'II',1,328,115,1926,0
'yes',63,'Post',13,'II',1,124,361,1490,0
'no',33,'Pre',23,'III',10,2,3,233,1
'no',44,'Pre',35,'II',6,26,4,1240,0
'no',47,'Pre',13,'II',3,242,14,1751,0
'no',46,'Pre',19,'I',11,56,24,1878,0
'no',52,'Pre',26,'II',1,258,10,1171,0
'no',62,'Post',55,'III',8,3,2,1751,0
'yes',61,'Post',24,'II',2,28,50,1756,0
'no',60,'Post',27,'II',6,401,159,714,1
'yes',67,'Post',44,'II',10,431,267,1505,0
'no',47,'Pre',78,'II',14,168,53,776,1
'no',70,'Post',38,'III',2,24,15,1443,0
'no',50,'Pre',11,'I',1,10,11,1317,0
'yes',62,'Post',20,'II',1,11,6,870,0
'no',58,'Post',30,'III',13,7,46,859,1
'no',59,'Post',20,'II',1,2,4,223,1
'no',45,'Pre',18,'I',1,56,40,1212,0
'no',45,'Pre',30,'II',3,345,31,1119,0
'no',41,'Pre',34,'II',10,25,10,740,0
'yes',54,'Post',29,'II',10,26,284,1062,0
'no',50,'Pre',29,'I',2,90,30,8,0
'yes',52,'Post',20,'II',1,1,8,936,0
'no',59,'Post',45,'II',6,739,526,740,0
'yes',60,'Post',24,'III',7,10,10,632,1
'yes',51,'Pre',30,'III',2,1152,38,1760,0
'no',56,'Post',40,'III',1,0,3,1013,0
'no',48,'Pre',20,'III',7,0,0,779,0
'no',49,'Pre',45,'III',6,0,22,375,1
'yes',47,'Pre',42,'II',7,164,204,1323,0
'no',37,'Pre',50,'III',2,170,130,1233,0
'no',54,'Pre',35,'II',2,145,16,986,0
'no',49,'Pre',35,'II',7,3,0,650,0
'no',54,'Post',28,'III',4,1,2,628,0
'no',44,'Pre',29,'II',1,27,23,1866,0
'yes',38,'Pre',18,'II',4,28,5,491,1
'yes',51,'Pre',34,'II',3,13,12,1918,1
'no',59,'Post',8,'II',5,1,30,72,1
'yes',52,'Post',49,'III',6,8,5,1140,1
'yes',64,'Post',32,'II',4,402,372,799,1
'no',55,'Post',37,'II',1,82,234,1105,1
'no',61,'Post',22,'II',2,179,124,548,1
'yes',44,'Pre',28,'III',17,2,3,227,1
'no',38,'Pre',24,'II',3,13,5,1838,0
'yes',43,'Pre',11,'I',1,126,22,1833,0
'no',65,'Post',36,'III',2,9,7,550,1
'yes',59,'Post',48,'III',1,5,17,426,1
'no',38,'Pre',31,'I',10,365,206,1834,0
'no',47,'Pre',25,'II',3,18,42,1604,0
'no',59,'Post',35,'II',5,5,125,772,0
'yes',47,'Post',30,'I',9,114,26,1146,1
'no',36,'Pre',25,'II',2,70,22,371,1
'no',47,'Pre',24,'II',20,30,8,883,1
'no',38,'Pre',23,'III',3,14,6,1735,0
'yes',50,'Post',23,'II',8,98,30,554,1
'no',44,'Pre',5,'II',10,11,10,790,1
'no',54,'Post',22,'II',2,211,129,1340,0
'no',52,'Pre',30,'II',12,11,20,490,1
'no',34,'Pre',3,'III',1,14,11,1557,0
'no',64,'Post',33,'III',3,20,14,594,1
'yes',54,'Post',19,'III',9,9,2,828,0
'no',65,'Post',27,'II',4,148,191,594,1
'no',49,'Pre',24,'II',11,106,62,841,0
'yes',70,'Post',17,'I',1,142,329,695,0
'yes',47,'Pre',30,'I',3,195,45,2556,0
'no',51,'Pre',20,'II',1,77,89,1753,1
'no',63,'Post',15,'III',5,0,0,417,1
'no',36,'Pre',30,'III',2,0,0,956,1
'yes',63,'Post',34,'II',12,223,236,1846,0
'no',47,'Pre',70,'II',5,796,24,1703,0
'no',51,'Pre',21,'III',1,0,0,1720,0
'yes',62,'Post',30,'II',1,88,544,1355,0
'no',56,'Post',40,'III',3,0,0,1603,0
'no',62,'Post',33,'I',5,239,76,476,1
'yes',61,'Post',30,'II',8,472,293,1350,0
'yes',55,'Post',15,'III',3,97,194,1341,0
'yes',56,'Post',11,'II',1,270,369,2449,0
'no',69,'Post',22,'II',8,282,191,2286,1
'no',57,'Post',25,'II',3,48,65,456,1
'no',27,'Pre',22,'II',1,56,99,536,1
'no',38,'Pre',25,'II',1,102,11,612,1
'no',42,'Pre',25,'III',2,11,10,2034,1
'no',69,'Post',19,'I',3,73,386,1990,1
'no',61,'Post',50,'II',4,10,10,2456,1
'no',53,'Pre',13,'III',3,10,20,2205,0
'no',50,'Pre',25,'III',1,24,85,544,1
'no',52,'Pre',27,'II',5,0,8,336,1
'no',47,'Pre',38,'II',2,58,10,2057,0
'no',65,'Post',27,'II',19,23,13,575,1
'no',48,'Pre',38,'II',3,92,41,2011,0
'no',61,'Post',38,'II',17,46,52,537,1
'yes',47,'Pre',12,'II',1,110,14,2217,0
'no',46,'Post',20,'II',11,680,152,1814,1
'yes',59,'Post',15,'II',1,30,122,890,1
'yes',60,'Post',22,'III',1,218,442,1114,0
'no',65,'Post',33,'II',6,11,28,974,0
'yes',44,'Pre',28,'II',1,0,0,296,0
'yes',45,'Pre',100,'II',6,178,77,2320,0
'no',58,'Post',35,'I',6,130,162,795,1
'no',51,'Post',40,'II',8,132,64,867,1
'no',49,'Pre',15,'II',1,111,19,1703,0
'no',43,'Pre',30,'II',2,32,16,670,1
'no',37,'Pre',35,'II',7,53,19,981,1
'no',51,'Pre',30,'II',2,505,270,1094,0
'yes',48,'Pre',35,'II',1,340,32,755,1
'no',54,'Post',21,'II',7,6,8,1388,1
'no',64,'Post',21,'III',1,4,3,1387,1
'no',44,'Pre',55,'III',4,8,8,535,1
'no',67,'Post',30,'II',2,5,14,1653,0
'no',63,'Post',24,'II',3,46,25,1904,0
'yes',42,'Pre',28,'III',4,27,22,1868,0
'yes',60,'Post',12,'I',2,402,90,1767,0
'no',39,'Pre',20,'II',1,38,110,855,1
'no',53,'Post',16,'II',1,16,120,1157,1
'yes',38,'Pre',61,'II',8,624,569,1869,0
'no',61,'Post',40,'I',15,185,206,1152,0
'no',47,'Pre',15,'II',1,38,0,1401,0
'no',52,'Post',25,'III',3,10,15,918,0
'no',67,'Post',65,'II',8,0,0,745,1
'yes',61,'Post',25,'II',18,595,419,1283,0
'yes',57,'Post',15,'II',3,44,78,1481,1
'yes',42,'Pre',9,'I',8,77,40,1807,0
'yes',39,'Pre',20,'III',1,2,2,542,1
'no',34,'Pre',50,'III',7,4,1,1441,0
'yes',52,'Pre',50,'II',7,45,39,1277,0
'yes',53,'Pre',45,'II',4,395,44,1486,0
'no',49,'Pre',20,'I',3,151,16,273,0
'yes',46,'Pre',23,'III',8,2,1,177,1
'no',36,'Pre',36,'II',1,76,14,545,1
'no',39,'Pre',28,'II',3,5,4,1185,0
'no',46,'Pre',28,'III',16,12,8,631,0
'no',47,'Pre',70,'II',1,51,28,995,0
'no',46,'Pre',45,'I',9,239,58,1088,0
'no',47,'Pre',35,'II',1,48,68,877,0
'no',57,'Post',18,'II',6,74,124,798,0
'yes',60,'Post',25,'II',7,116,435,2380,0
'yes',64,'Post',36,'II',2,122,198,1679,1
'yes',54,'Post',40,'III',4,3,2,498,1
'no',54,'Post',27,'II',5,138,23,2138,0
'no',46,'Pre',35,'II',6,405,27,2175,0
'no',49,'Pre',17,'II',2,324,94,2271,0
'no',50,'Pre',18,'III',1,1,4,17,0
'yes',55,'Post',15,'II',3,16,14,964,1
'yes',45,'Pre',23,'II',4,1,4,540,1
'no',51,'Post',30,'III',10,15,103,747,1
'no',43,'Pre',25,'II',11,1,1,650,1
'yes',59,'Post',30,'II',13,7,81,410,1
'no',59,'Post',27,'III',20,9,2,624,1
'no',47,'Pre',28,'III',7,16,92,1560,0
'no',48,'Pre',35,'III',10,2,222,455,1
'no',47,'Pre',16,'II',2,128,18,1629,0
'no',49,'Post',21,'II',5,80,152,1730,0
'yes',65,'Post',25,'III',2,17,14,1483,0
'no',60,'Post',21,'II',1,58,701,687,1
'no',52,'Post',35,'III',1,8,5,308,1
'no',48,'Post',22,'II',4,14,0,563,1
'yes',62,'Post',20,'II',1,100,100,46,0
'no',46,'Post',20,'II',2,32,29,2144,0
'no',59,'Post',21,'II',4,0,75,344,1
'yes',69,'Post',21,'III',1,51,749,945,0
'yes',68,'Post',45,'I',3,31,145,1905,0
'yes',74,'Post',35,'II',11,10,472,855,1
'no',45,'Pre',50,'I',2,132,200,2370,0
'no',43,'Pre',55,'II',1,23,45,853,0
'no',44,'Pre',28,'III',4,350,127,692,0
'yes',44,'Pre',24,'III',5,187,62,475,1
'yes',72,'Post',17,'II',1,229,533,2195,0
'yes',80,'Post',7,'II',7,2380,972,758,0
'yes',49,'Pre',100,'II',35,84,24,648,1
'no',57,'Post',12,'I',1,84,24,761,0
'no',60,'Post',32,'III',8,162,315,596,0
'no',76,'Post',37,'III',24,11,0,195,1
'yes',57,'Post',35,'II',4,18,0,473,1
'yes',75,'Post',16,'I',1,250,533,747,0
'yes',62,'Post',22,'II',1,263,34,2659,0
'yes',46,'Pre',60,'II',19,2,16,1977,1
'yes',53,'Post',17,'II',1,25,30,2401,0
'no',43,'Pre',20,'II',3,980,45,1499,0
'no',51,'Post',32,'III',10,0,0,1856,0
'no',41,'Pre',30,'III',11,6,5,595,1
'no',63,'Post',45,'III',2,530,328,2148,0
'yes',41,'Pre',20,'III',3,13,1,2126,0
'yes',74,'Post',30,'III',12,432,246,1975,1
'yes',57,'Post',30,'II',1,17,83,1641,1
'yes',44,'Pre',20,'II',6,150,67,1717,0
'yes',48,'Pre',24,'II',1,211,187,1858,0
'no',47,'Pre',15,'III',1,139,36,2049,0
'yes',70,'Post',25,'II',4,34,273,1502,1
'no',49,'Pre',14,'II',1,160,12,1922,0
'yes',49,'Post',24,'II',2,120,117,1818,0
'yes',58,'Post',35,'II',11,2,76,1100,0
'no',59,'Post',30,'II',1,87,8,1499,0
'no',60,'Post',35,'II',2,5,4,359,1
'yes',63,'Post',30,'I',5,144,221,1645,0
'no',44,'Pre',15,'II',1,175,88,1356,0
'yes',79,'Post',23,'I',1,60,80,1632,0
'no',47,'Pre',25,'I',1,38,44,967,0
'yes',61,'Post',30,'II',1,24,38,1091,0
'yes',64,'Post',35,'II',3,47,64,918,1
'yes',51,'Pre',21,'II',1,3,2,557,1
'no',44,'Pre',22,'II',2,107,94,1219,1
'yes',60,'Post',25,'I',3,78,363,2170,0
'yes',55,'Post',50,'II',1,14,203,729,1
'no',70,'Post',80,'III',8,0,0,1449,1
'no',65,'Post',20,'I',2,912,606,991,1
'no',53,'Pre',20,'II',2,89,36,481,1
'yes',54,'Post',25,'III',3,1,83,1655,0
'no',65,'Post',25,'II',2,86,135,857,1
'yes',62,'Post',30,'II',2,5,104,369,1
'yes',48,'Pre',30,'I',3,133,129,1627,0
'yes',48,'Post',35,'I',2,845,105,1578,0
'no',42,'Pre',40,'II',10,130,51,732,1
'no',48,'Pre',30,'II',16,29,43,460,1
'no',66,'Post',25,'I',2,22,121,1208,0
'yes',63,'Post',25,'II',13,26,348,730,1
'no',64,'Post',35,'I',4,858,15,722,0
'yes',68,'Post',35,'II',2,3,99,717,0
'no',44,'Pre',40,'II',4,364,159,651,0
'no',43,'Pre',27,'II',2,91,117,637,0
'no',67,'Post',35,'II',3,19,38,615,0
'yes',37,'Pre',20,'II',9,0,0,42,0
'no',54,'Post',23,'III',10,13,6,307,1
'no',52,'Post',17,'II',4,558,522,983,1
'no',43,'Pre',80,'III',11,9,1,120,1
'no',56,'Post',31,'II',1,45,286,1525,1
'no',42,'Post',21,'I',4,147,95,1680,0
'no',56,'Post',16,'II',10,4,2,1730,1
'no',61,'Post',36,'II',6,107,158,805,1
'no',67,'Post',17,'II',4,390,386,2388,0
'yes',63,'Post',21,'I',2,16,241,559,1
'yes',66,'Post',20,'II',9,1,11,1977,0
'no',37,'Pre',25,'III',1,13,1,476,1
'yes',71,'Post',16,'II',1,98,306,1514,0
'no',43,'Pre',28,'I',1,437,33,1617,0
'no',64,'Post',22,'III',1,8,11,1094,1
'yes',64,'Post',27,'II',3,186,139,784,1
'no',46,'Pre',32,'II',5,9,13,181,1
'no',45,'Pre',50,'II',7,20,23,415,1
'yes',67,'Post',24,'II',4,96,90,1120,1
'no',37,'Pre',25,'III',8,9,0,316,1
'no',65,'Post',22,'I',6,386,31,637,1
'no',21,'Pre',15,'II',3,24,25,247,1
'yes',54,'Post',21,'II',7,25,88,888,0
'no',46,'Pre',45,'II',8,2,4,622,1
'yes',63,'Post',18,'II',1,48,18,806,0
'yes',46,'Post',31,'III',1,6,3,1163,0
'no',58,'Post',31,'II',2,240,394,1721,0
'no',48,'Pre',15,'II',2,166,128,741,0
'no',41,'Pre',23,'III',2,26,4,372,1
'no',32,'Pre',17,'III',1,19,8,1331,0
'yes',66,'Post',42,'III',11,412,339,394,1
'no',64,'Post',14,'II',1,199,604,652,0
'no',50,'Pre',13,'III',5,8,32,657,0
'no',47,'Pre',23,'III',2,18,9,567,0
'yes',60,'Post',15,'I',7,14,8,429,0
'no',49,'Pre',23,'II',2,98,31,566,0
'yes',57,'Post',60,'III',18,11,13,15,0
'no',57,'Post',50,'III',13,22,47,98,1
'yes',67,'Post',15,'I',1,208,257,368,0
'yes',58,'Post',25,'I',1,241,28,432,0
'no',61,'Post',25,'II',2,406,174,319,0
'no',65,'Post',22,'II',8,4,2,65,0
'no',44,'Pre',70,'II',19,28,31,16,0
'no',61,'Post',18,'III',4,8,10,29,0
'no',62,'Post',22,'II',7,76,153,18,0
'no',51,'Pre',50,'II',5,360,57,17,0
'yes',47,'Post',23,'III',5,0,0,308,1
'no',44,'Pre',15,'II',1,0,0,1965,0
'yes',61,'Post',35,'III',16,10,13,548,1
'no',48,'Pre',21,'III',8,0,0,293,1
'yes',51,'Pre',16,'II',5,167,15,2017,0
'no',66,'Post',22,'II',4,11,22,1093,0
'no',45,'Pre',14,'III',1,5,43,792,0
'no',66,'Post',21,'II',1,9,898,586,1
'yes',69,'Post',40,'III',1,3,9,1434,0
'no',49,'Pre',20,'II',7,63,27,67,0
'no',62,'Post',12,'II',5,142,91,623,0
'yes',33,'Pre',19,'II',2,0,0,2128,0
'no',46,'Pre',30,'II',2,26,223,1965,0
'no',47,'Pre',20,'II',1,48,26,2161,0
'yes',35,'Pre',35,'II',4,0,0,1183,1
'no',34,'Pre',40,'III',1,0,37,1108,1
'no',38,'Pre',24,'I',1,138,82,2065,0
'no',54,'Post',27,'III',1,27,792,1598,0
'no',31,'Pre',55,'II',3,28,89,491,1
'no',41,'Pre',25,'II',5,6,9,1366,1
'no',43,'Pre',55,'II',1,4,124,424,0
'yes',52,'Post',35,'II',21,11,57,859,1
'yes',65,'Post',25,'III',18,0,0,180,1
'no',47,'Post',45,'II',2,345,42,1625,0
'no',65,'Post',10,'I',2,213,209,1938,0
'yes',53,'Post',37,'II',5,345,47,1343,1
'no',45,'Pre',15,'II',3,28,27,646,1
'no',53,'Pre',19,'III',1,74,534,2192,0
'yes',50,'Post',25,'II',3,0,496,502,1
'no',54,'Post',50,'III',6,7,0,1675,0
'yes',64,'Post',40,'II',23,16,22,1363,1
'no',29,'Pre',15,'III',12,18,40,420,1
'no',48,'Pre',60,'I',4,312,20,982,1
'no',40,'Pre',30,'III',3,2,16,1459,0
'no',65,'Post',35,'II',1,7,74,1192,0
'no',50,'Post',40,'II',1,80,21,1264,0
'no',55,'Post',34,'II',6,109,477,1095,0
'yes',51,'Post',42,'II',7,58,75,1078,0
'yes',59,'Post',12,'III',1,1,3,737,0
'yes',51,'Post',4,'I',4,638,232,461,0
'no',35,'Pre',22,'II',13,16,25,465,1
'no',48,'Pre',52,'II',11,0,0,842,1
'no',48,'Post',40,'II',1,10,72,918,0
'yes',62,'Post',39,'II',4,73,235,374,1
'no',47,'Pre',40,'II',1,44,11,1089,0
'no',51,'Post',19,'II',2,92,245,1527,0
'no',42,'Pre',40,'II',10,256,0,285,1
'no',63,'Post',27,'II',1,0,0,1306,1
'yes',62,'Post',20,'II',7,0,0,797,1
'no',57,'Post',15,'II',1,91,125,1441,0
'no',25,'Pre',29,'II',3,0,0,343,1
'yes',35,'Pre',30,'III',4,49,288,936,0
'no',51,'Pre',30,'II',1,119,44,195,0
'no',51,'Post',25,'II',2,0,80,503,1
'yes',47,'Pre',30,'II',10,0,0,827,1
'yes',34,'Pre',30,'II',2,210,49,1427,0
'no',68,'Post',30,'II',1,20,312,854,0
'yes',64,'Post',30,'III',12,550,263,177,1
'no',42,'Pre',55,'III',7,20,20,281,1
'no',37,'Pre',35,'III',1,242,67,205,1
'yes',65,'Post',45,'II',17,27,32,751,0
'no',62,'Post',27,'II',13,197,79,629,1
'no',36,'Pre',24,'III',2,0,0,526,0
'no',49,'Pre',22,'III',3,0,0,463,0
'no',45,'Post',30,'I',2,197,49,529,0
'no',38,'Pre',22,'II',10,48,78,623,0
'no',55,'Post',40,'II',13,0,0,546,0
'yes',57,'Post',17,'II',3,502,145,213,0
'no',47,'Pre',40,'II',1,0,90,276,0
'yes',51,'Post',22,'II',4,250,81,2010,0
'yes',45,'Pre',13,'III',4,21,27,2009,0
'no',41,'Pre',10,'I',2,241,214,1984,0
'no',39,'Pre',32,'II',9,1,8,1981,0
'no',53,'Post',26,'III',8,1,1,624,1
'no',59,'Post',35,'II',4,1,1,742,1
'yes',53,'Post',10,'II',2,217,20,1818,0
'yes',60,'Post',100,'II',10,102,88,1493,1
'no',50,'Pre',29,'I',2,323,60,1432,0
'no',51,'Pre',18,'I',1,94,60,801,1
'no',51,'Pre',25,'II',2,20,11,1182,0
'no',43,'Pre',18,'II',1,10,41,71,0
'yes',55,'Post',20,'I',4,10,128,114,0
'yes',52,'Post',20,'II',3,0,15,63,0
'yes',57,'Post',32,'II',2,43,287,1722,0
'yes',46,'Pre',18,'II',1,120,628,1692,0
'no',45,'Pre',25,'III',1,0,4,177,0
'no',43,'Pre',32,'II',1,171,43,57,0
'yes',64,'Post',26,'II',2,1356,1144,1152,0
'no',62,'Post',35,'II',1,2,70,733,0
'yes',37,'Pre',22,'I',3,23,64,1459,1
'no',64,'Post',21,'II',3,403,253,2237,0
'no',45,'Pre',60,'II',3,74,212,933,0
'no',48,'Pre',18,'I',1,137,73,2056,0
'yes',50,'Post',50,'II',6,1,2,1729,0
'yes',32,'Pre',20,'II',6,8,3,2024,0
'no',49,'Pre',19,'II',2,388,137,2039,1
'yes',33,'Pre',28,'III',1,1,1,2027,0
'yes',58,'Post',35,'II',1,6,11,2007,0
'no',57,'Post',25,'II',1,26,299,1253,1
'no',45,'Pre',35,'II',2,26,36,1789,0
'no',66,'Post',30,'I',5,100,288,1707,0
'no',52,'Pre',37,'II',3,66,104,1714,0
'yes',49,'Pre',25,'II',3,152,25,1717,0
'no',49,'Post',22,'II',1,14,41,329,1
'no',48,'Post',45,'I',1,312,236,1624,0
'yes',62,'Post',60,'II',1,56,17,1600,0
'no',60,'Post',35,'II',3,115,300,385,1
'no',45,'Pre',10,'II',1,82,8,1475,0
'no',60,'Post',37,'I',1,296,35,1435,0
'no',42,'Pre',60,'II',15,7,5,541,0
'yes',57,'Post',36,'III',1,170,192,1329,0
'yes',53,'Post',27,'III',12,44,42,1357,0
'no',56,'Post',55,'III',3,46,31,1343,0
'no',46,'Pre',23,'II',2,120,41,748,1
'no',49,'Post',30,'II',2,254,353,1090,1
'yes',56,'Post',32,'II',2,53,174,1219,0
'no',59,'Post',24,'II',1,860,413,553,0
'yes',56,'Post',42,'I',5,113,700,662,1
'no',46,'Pre',32,'II',1,108,52,969,0
'yes',61,'Post',27,'II',5,141,346,974,0
'no',40,'Pre',40,'II',6,227,10,866,1
'yes',60,'Post',40,'II',6,8,11,504,1
'no',49,'Pre',30,'III',3,1,84,721,0
'yes',53,'Post',25,'III',17,0,0,186,0
'no',51,'Pre',25,'III',5,43,0,769,1
'no',52,'Post',23,'II',3,15,34,727,1
'no',55,'Post',23,'II',9,116,15,1701,1