% test
@RELATION dataset_31_credit-g

@ATTRIBUTE checking_status STRING
@ATTRIBUTE duration INTEGER
@ATTRIBUTE credit_history STRING
@ATTRIBUTE purpose STRING
@ATTRIBUTE credit_amount INTEGER
@ATTRIBUTE savings_status STRING
@ATTRIBUTE employment STRING
@ATTRIBUTE installment_commitment INTEGER
@ATTRIBUTE personal_status STRING
@ATTRIBUTE other_parties STRING
@ATTRIBUTE residence_since INTEGER
@ATTRIBUTE property_magnitude STRING
@ATTRIBUTE age INTEGER
@ATTRIBUTE other_payment_plans STRING
@ATTRIBUTE housing STRING
@ATTRIBUTE existing_credits INTEGER
@ATTRIBUTE job STRING
@ATTRIBUTE num_dependents INTEGER
@ATTRIBUTE own_telephone STRING
@ATTRIBUTE foreign_worker STRING
@ATTRIBUTE class STRING

@DATA
'\'<0\'',6,'\'critical/other existing credit\'',radio/tv,1169,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',67,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',48,'\'existing paid\'',radio/tv,5951,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,'\'real estate\'',22,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'',education,2096,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,3,'\'real estate\'',49,none,own,1,'\'unskilled resident\'',2,none,yes,good
'\'<0\'',42,'\'existing paid\'',furniture/equipment,7882,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',guarantor,4,'\'life insurance\'',45,none,'\'for free\'',1,skilled,2,none,yes,good
'\'<0\'',24,'\'delayed previously\'','\'new car\'',4870,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,4,'\'no known property\'',53,none,'\'for free\'',2,skilled,2,none,yes,bad
'\'no checking\'',36,'\'existing paid\'',education,9055,'\'no known savings\'','\'1<=X<4\'',2,'\'male single\'',none,4,'\'no known property\'',35,none,'\'for free\'',1,'\'unskilled resident\'',2,yes,yes,good
'\'no checking\'',24,'\'existing paid\'',furniture/equipment,2835,'\'500<=X<1000\'','\'>=7\'',3,'\'male single\'',none,4,'\'life insurance\'',53,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',36,'\'existing paid\'','\'used car\'',6948,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,35,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,3059,'\'>=1000\'','\'4<=X<7\'',2,'\'male div/sep\'',none,4,'\'real estate\'',61,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',30,'\'critical/other existing credit\'','\'new car\'',5234,'\'<100\'',unemployed,4,'\'male mar/wid\'',none,2,car,28,none,own,2,'\'high qualif/self emp/mgmt\'',1,none,yes,bad
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',1295,'\'<100\'','\'<1\'',3,'\'female div/dep/mar\'',none,1,car,25,none,rent,1,skilled,1,none,yes,bad
'\'<0\'',48,'\'existing paid\'',business,4308,'\'<100\'','\'<1\'',3,'\'female div/dep/mar\'',none,4,'\'life insurance\'',24,none,rent,1,skilled,1,none,yes,bad
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,1567,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,1,car,22,none,own,1,skilled,1,yes,yes,good
'\'<0\'',24,'\'critical/other existing credit\'','\'new car\'',1199,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,60,none,own,2,'\'unskilled resident\'',1,none,yes,bad
'\'<0\'',15,'\'existing paid\'','\'new car\'',1403,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,4,car,28,none,rent,1,skilled,1,none,yes,good
'\'<0\'',24,'\'existing paid\'',radio/tv,1282,'\'100<=X<500\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,car,32,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,2424,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',53,none,own,2,skilled,1,none,yes,good
'\'<0\'',30,'\'no credits/all paid\'',business,8072,'\'no known savings\'','\'<1\'',2,'\'male single\'',none,3,car,25,bank,own,3,skilled,1,none,yes,good
'\'0<=X<200\'',24,'\'existing paid\'','\'used car\'',12579,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,2,'\'no known property\'',44,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',24,'\'existing paid\'',radio/tv,3430,'\'500<=X<1000\'','\'>=7\'',3,'\'male single\'',none,2,car,31,none,own,1,skilled,2,yes,yes,good
'\'no checking\'',9,'\'critical/other existing credit\'','\'new car\'',2134,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,car,48,none,own,3,skilled,1,yes,yes,good
'\'<0\'',6,'\'existing paid\'',radio/tv,2647,'\'500<=X<1000\'','\'1<=X<4\'',2,'\'male single\'',none,3,'\'real estate\'',44,none,rent,1,skilled,2,none,yes,good
'\'<0\'',10,'\'critical/other existing credit\'','\'new car\'',2241,'\'<100\'','\'<1\'',1,'\'male single\'',none,3,'\'real estate\'',48,none,rent,2,'\'unskilled resident\'',2,none,no,good
'\'0<=X<200\'',12,'\'critical/other existing credit\'','\'used car\'',1804,'\'100<=X<500\'','\'<1\'',3,'\'male single\'',none,4,'\'life insurance\'',44,none,own,1,skilled,1,none,yes,good
'\'no checking\'',10,'\'critical/other existing credit\'',furniture/equipment,2069,'\'no known savings\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,1,car,26,none,own,2,skilled,1,none,no,good
'\'<0\'',6,'\'existing paid\'',furniture/equipment,1374,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,2,'\'real estate\'',36,bank,own,1,'\'unskilled resident\'',1,yes,yes,good
'\'no checking\'',6,'\'no credits/all paid\'',radio/tv,426,'\'<100\'','\'>=7\'',4,'\'male mar/wid\'',none,4,car,39,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'>=200\'',12,'\'all paid\'',radio/tv,409,'\'>=1000\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,3,'\'real estate\'',42,none,rent,2,skilled,1,none,yes,good
'\'0<=X<200\'',7,'\'existing paid\'',radio/tv,2415,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',guarantor,2,'\'real estate\'',34,none,own,1,skilled,1,none,yes,good
'\'<0\'',60,'\'delayed previously\'',business,6836,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',63,none,own,2,skilled,1,yes,yes,bad
'\'0<=X<200\'',18,'\'existing paid\'',business,1913,'\'>=1000\'','\'<1\'',3,'\'male mar/wid\'',none,3,'\'real estate\'',36,bank,own,1,skilled,1,yes,yes,good
'\'<0\'',24,'\'existing paid\'',furniture/equipment,4020,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,27,stores,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',18,'\'existing paid\'','\'new car\'',5866,'\'100<=X<500\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,30,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',business,1264,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',57,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'>=200\'',12,'\'existing paid\'',furniture/equipment,1474,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'life insurance\'',33,bank,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',45,'\'critical/other existing credit\'',radio/tv,4746,'\'<100\'','\'<1\'',4,'\'male single\'',none,2,'\'life insurance\'',25,none,own,2,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',48,'\'critical/other existing credit\'',education,6110,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,3,'\'no known property\'',31,bank,'\'for free\'',1,skilled,1,yes,yes,good
'\'>=200\'',18,'\'existing paid\'',radio/tv,2100,'\'<100\'','\'1<=X<4\'',4,'\'male single\'','\'co applicant\'',2,'\'real estate\'',37,stores,own,1,skilled,1,none,yes,bad
'\'>=200\'',10,'\'existing paid\'','\'domestic appliance\'',1225,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,37,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',9,'\'existing paid\'',radio/tv,458,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,3,'\'real estate\'',24,none,own,1,skilled,1,none,yes,good
'\'no checking\'',30,'\'existing paid\'',radio/tv,2333,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,2,car,30,bank,own,1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,1158,'\'500<=X<1000\'','\'1<=X<4\'',3,'\'male div/sep\'',none,1,car,26,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',18,'\'delayed previously\'',repairs,6204,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,4,'\'real estate\'',44,none,own,1,'\'unskilled resident\'',2,yes,yes,good
'\'<0\'',30,'\'critical/other existing credit\'','\'used car\'',6187,'\'100<=X<500\'','\'4<=X<7\'',1,'\'male mar/wid\'',none,4,car,24,none,rent,2,skilled,1,none,yes,good
'\'<0\'',48,'\'critical/other existing credit\'','\'used car\'',6143,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,'\'no known property\'',58,stores,'\'for free\'',2,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',11,'\'critical/other existing credit\'','\'new car\'',1393,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,car,35,none,own,2,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'no checking\'',36,'\'existing paid\'',radio/tv,2299,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,4,car,39,none,own,1,skilled,1,none,yes,good
'\'<0\'',6,'\'existing paid\'','\'used car\'',1352,'\'500<=X<1000\'',unemployed,1,'\'female div/dep/mar\'',none,2,'\'life insurance\'',23,none,rent,1,'\'unemp/unskilled non res\'',1,yes,yes,good
'\'no checking\'',11,'\'critical/other existing credit\'','\'new car\'',7228,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,4,'\'life insurance\'',39,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,2073,'\'100<=X<500\'','\'1<=X<4\'',4,'\'female div/dep/mar\'','\'co applicant\'',2,'\'real estate\'',28,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',24,'\'delayed previously\'',furniture/equipment,2333,'\'no known savings\'','\'<1\'',4,'\'male single\'',none,2,'\'life insurance\'',29,bank,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',27,'\'delayed previously\'','\'used car\'',5965,'\'<100\'','\'>=7\'',1,'\'male single\'',none,2,car,30,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,1262,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,car,25,none,own,1,skilled,1,none,yes,good
'\'no checking\'',18,'\'existing paid\'','\'used car\'',3378,'\'no known savings\'','\'1<=X<4\'',2,'\'male single\'',none,1,'\'life insurance\'',31,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',36,'\'delayed previously\'','\'new car\'',2225,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',57,bank,'\'for free\'',2,skilled,1,yes,yes,bad
'\'no checking\'',6,'\'all paid\'','\'new car\'',783,'\'no known savings\'','\'1<=X<4\'',1,'\'male single\'',guarantor,2,'\'real estate\'',26,stores,own,1,'\'unskilled resident\'',2,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,6468,'\'no known savings\'',unemployed,2,'\'male single\'',none,1,'\'no known property\'',52,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',36,'\'critical/other existing credit\'',radio/tv,9566,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,car,31,stores,own,2,skilled,1,none,yes,good
'\'>=200\'',18,'\'existing paid\'','\'new car\'',1961,'\'<100\'','\'>=7\'',3,'\'female div/dep/mar\'',none,2,car,23,none,own,1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'<0\'',36,'\'critical/other existing credit\'',furniture/equipment,6229,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'','\'co applicant\'',4,'\'no known property\'',23,none,rent,2,'\'unskilled resident\'',1,yes,yes,bad
'\'0<=X<200\'',9,'\'existing paid\'',business,1391,'\'<100\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,1,'\'real estate\'',27,bank,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',15,'\'critical/other existing credit\'',radio/tv,1537,'\'no known savings\'','\'>=7\'',4,'\'male single\'',guarantor,4,'\'real estate\'',50,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',36,'\'no credits/all paid\'',business,1953,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',61,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'0<=X<200\'',48,'\'no credits/all paid\'',business,14421,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,25,none,own,1,skilled,1,yes,yes,bad
'\'no checking\'',24,'\'existing paid\'',radio/tv,3181,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',26,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',27,'\'existing paid\'',repairs,5190,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',48,none,own,4,skilled,2,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,2171,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,2,car,29,bank,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',1007,'\'>=1000\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,1,'\'real estate\'',22,none,own,1,skilled,1,none,yes,good
'\'no checking\'',36,'\'existing paid\'',education,1819,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',37,stores,'\'for free\'',1,skilled,1,yes,yes,bad
'\'no checking\'',36,'\'existing paid\'',radio/tv,2394,'\'no known savings\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,car,25,none,own,1,skilled,1,none,yes,good
'\'no checking\'',36,'\'existing paid\'','\'used car\'',8133,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,2,'\'life insurance\'',30,bank,own,1,skilled,1,none,yes,good
'\'no checking\'',7,'\'critical/other existing credit\'',radio/tv,730,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,2,'\'life insurance\'',46,none,rent,2,'\'unskilled resident\'',1,yes,yes,good
'\'<0\'',8,'\'critical/other existing credit\'',other,1164,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',51,bank,'\'for free\'',2,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'0<=X<200\'',42,'\'critical/other existing credit\'',business,5954,'\'<100\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,1,'\'real estate\'',41,bank,own,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',36,'\'existing paid\'',education,1977,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',40,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'<0\'',12,'\'critical/other existing credit\'','\'used car\'',1526,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',66,none,'\'for free\'',2,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'<0\'',42,'\'existing paid\'',radio/tv,3965,'\'<100\'','\'<1\'',4,'\'male single\'',none,3,car,34,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',11,'\'delayed previously\'',radio/tv,4771,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,4,'\'life insurance\'',51,none,own,1,skilled,1,none,yes,good
'\'no checking\'',54,'\'no credits/all paid\'','\'used car\'',9436,'\'no known savings\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'life insurance\'',39,none,own,1,'\'unskilled resident\'',2,none,yes,good
'\'0<=X<200\'',30,'\'existing paid\'',furniture/equipment,3832,'\'<100\'','\'<1\'',2,'\'male mar/wid\'',none,1,'\'life insurance\'',22,none,own,1,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,5943,'\'no known savings\'','\'<1\'',1,'\'female div/dep/mar\'',none,1,car,44,none,own,2,skilled,1,yes,yes,bad
'\'no checking\'',15,'\'existing paid\'',radio/tv,1213,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,3,'\'life insurance\'',47,stores,own,1,skilled,1,yes,yes,good
'\'no checking\'',18,'\'existing paid\'',business,1568,'\'100<=X<500\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,4,'\'life insurance\'',24,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',24,'\'existing paid\'',other,1755,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',guarantor,4,'\'real estate\'',58,none,own,1,'\'unskilled resident\'',1,yes,yes,good
'\'<0\'',10,'\'existing paid\'',radio/tv,2315,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'real estate\'',52,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',business,1412,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',guarantor,2,'\'real estate\'',29,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'',furniture/equipment,1295,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'life insurance\'',27,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',36,'\'existing paid\'',education,12612,'\'100<=X<500\'','\'1<=X<4\'',1,'\'male single\'',none,4,'\'no known property\'',47,none,'\'for free\'',1,skilled,2,yes,yes,bad
'\'<0\'',18,'\'existing paid\'','\'new car\'',2249,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male single\'',none,3,car,30,none,own,1,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'<0\'',12,'\'no credits/all paid\'',repairs,1108,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'real estate\'',28,none,own,2,skilled,1,none,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,618,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',56,none,own,1,skilled,1,none,yes,good
'\'<0\'',12,'\'critical/other existing credit\'','\'used car\'',1409,'\'<100\'','\'>=7\'',4,'\'male single\'',none,3,'\'real estate\'',54,none,own,1,skilled,1,none,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,797,'\'no known savings\'','\'>=7\'',4,'\'female div/dep/mar\'',none,3,'\'life insurance\'',33,bank,own,1,'\'unskilled resident\'',2,none,yes,bad
'\'>=200\'',24,'\'critical/other existing credit\'',furniture/equipment,3617,'\'no known savings\'','\'>=7\'',4,'\'male single\'','\'co applicant\'',4,'\'no known property\'',20,none,rent,2,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',1318,'\'>=1000\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',54,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',54,'\'no credits/all paid\'',business,15945,'\'<100\'','\'<1\'',3,'\'male single\'',none,4,'\'no known property\'',58,none,rent,1,skilled,1,yes,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'',education,2012,'\'no known savings\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,2,car,61,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',business,2622,'\'100<=X<500\'','\'1<=X<4\'',4,'\'male single\'',none,4,car,34,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',36,'\'critical/other existing credit\'',radio/tv,2337,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',36,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',20,'\'delayed previously\'','\'used car\'',7057,'\'no known savings\'','\'4<=X<7\'',3,'\'male single\'',none,4,'\'life insurance\'',36,bank,rent,2,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'no checking\'',24,'\'existing paid\'','\'new car\'',1469,'\'100<=X<500\'','\'>=7\'',4,'\'male mar/wid\'',none,4,'\'real estate\'',41,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',36,'\'existing paid\'',radio/tv,2323,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,4,car,24,none,rent,1,skilled,1,none,yes,good
'\'no checking\'',6,'\'delayed previously\'',radio/tv,932,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,'\'real estate\'',24,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',9,'\'critical/other existing credit\'',furniture/equipment,1919,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,3,car,35,none,rent,1,skilled,1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'','\'used car\'',2445,'\'no known savings\'','\'<1\'',2,'\'male mar/wid\'',none,4,car,26,none,rent,1,skilled,1,yes,yes,good
'\'0<=X<200\'',24,'\'critical/other existing credit\'',other,11938,'\'<100\'','\'1<=X<4\'',2,'\'male single\'','\'co applicant\'',3,car,39,none,own,2,'\'high qualif/self emp/mgmt\'',2,yes,yes,bad
'\'no checking\'',18,'\'all paid\'','\'new car\'',6458,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,'\'no known property\'',39,bank,own,2,'\'high qualif/self emp/mgmt\'',2,yes,yes,bad
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',6078,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,2,car,32,none,own,1,skilled,1,none,yes,good
'\'<0\'',24,'\'existing paid\'',furniture/equipment,7721,'\'no known savings\'','\'<1\'',1,'\'female div/dep/mar\'',none,2,'\'life insurance\'',30,none,own,1,skilled,1,yes,no,good
'\'0<=X<200\'',14,'\'existing paid\'',business,1410,'\'500<=X<1000\'','\'>=7\'',1,'\'male mar/wid\'',none,2,'\'real estate\'',35,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',6,'\'delayed previously\'',business,1449,'\'100<=X<500\'','\'>=7\'',1,'\'male div/sep\'',none,2,car,31,bank,own,2,skilled,2,none,yes,good
'\'>=200\'',15,'\'existing paid\'',education,392,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',23,none,rent,1,skilled,1,yes,yes,good
'\'0<=X<200\'',18,'\'existing paid\'','\'new car\'',6260,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,3,'\'real estate\'',28,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',36,'\'critical/other existing credit\'','\'new car\'',7855,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,'\'real estate\'',25,stores,own,2,skilled,1,yes,yes,bad
'\'<0\'',12,'\'existing paid\'',radio/tv,1680,'\'500<=X<1000\'','\'>=7\'',3,'\'male mar/wid\'',none,1,'\'real estate\'',35,none,own,1,skilled,1,none,yes,good
'\'no checking\'',48,'\'critical/other existing credit\'',radio/tv,3578,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,1,'\'real estate\'',47,none,own,1,skilled,1,yes,yes,good
'\'<0\'',42,'\'existing paid\'',radio/tv,7174,'\'no known savings\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,3,car,30,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'<0\'',10,'\'critical/other existing credit\'',furniture/equipment,2132,'\'no known savings\'','\'<1\'',2,'\'female div/dep/mar\'','\'co applicant\'',3,'\'real estate\'',27,none,rent,2,skilled,1,none,no,good
'\'<0\'',33,'\'critical/other existing credit\'',furniture/equipment,4281,'\'500<=X<1000\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,4,car,23,none,own,2,skilled,1,none,yes,bad
'\'0<=X<200\'',12,'\'critical/other existing credit\'','\'new car\'',2366,'\'500<=X<1000\'','\'4<=X<7\'',3,'\'male div/sep\'',none,3,car,36,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',21,'\'existing paid\'',radio/tv,1835,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,'\'real estate\'',25,none,own,2,skilled,1,yes,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'','\'used car\'',3868,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,2,car,41,none,rent,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',furniture/equipment,1768,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'real estate\'',24,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'>=200\'',10,'\'critical/other existing credit\'','\'new car\'',781,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',63,none,'\'for free\'',2,skilled,1,yes,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',furniture/equipment,1924,'\'no known savings\'','\'<1\'',4,'\'female div/dep/mar\'',none,3,'\'real estate\'',27,none,rent,1,skilled,1,none,yes,bad
'\'<0\'',12,'\'critical/other existing credit\'','\'new car\'',2121,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',30,none,own,2,skilled,1,none,yes,good
'\'<0\'',12,'\'existing paid\'',radio/tv,701,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,2,'\'real estate\'',40,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',repairs,639,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,30,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',12,'\'critical/other existing credit\'','\'used car\'',1860,'\'<100\'',unemployed,4,'\'male single\'',none,2,car,34,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',12,'\'critical/other existing credit\'','\'new car\'',3499,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'','\'co applicant\'',2,'\'real estate\'',29,none,own,2,skilled,1,none,yes,bad
'\'0<=X<200\'',48,'\'existing paid\'','\'new car\'',8487,'\'no known savings\'','\'4<=X<7\'',1,'\'female div/dep/mar\'',none,2,car,24,none,own,1,skilled,1,none,yes,good
'\'<0\'',36,'\'delayed previously\'',education,6887,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,3,'\'life insurance\'',29,stores,own,1,skilled,1,yes,yes,bad
'\'no checking\'',15,'\'existing paid\'',furniture/equipment,2708,'\'<100\'','\'<1\'',2,'\'male single\'',none,3,'\'life insurance\'',27,bank,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',18,'\'existing paid\'',furniture/equipment,1984,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',47,bank,'\'for free\'',2,skilled,1,none,yes,good
'\'no checking\'',60,'\'existing paid\'',radio/tv,10144,'\'100<=X<500\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,4,'\'real estate\'',21,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,1240,'\'no known savings\'','\'>=7\'',4,'\'female div/dep/mar\'',none,2,'\'real estate\'',38,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',27,'\'delayed previously\'','\'used car\'',8613,'\'>=1000\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,27,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,766,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'male single\'',none,3,'\'real estate\'',66,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'0<=X<200\'',15,'\'critical/other existing credit\'',radio/tv,2728,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',guarantor,2,'\'real estate\'',35,bank,own,3,skilled,1,yes,yes,good
'\'>=200\'',12,'\'existing paid\'',radio/tv,1881,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,car,44,none,rent,1,'\'unskilled resident\'',1,yes,yes,good
'\'>=200\'',6,'\'existing paid\'','\'new car\'',709,'\'>=1000\'','\'<1\'',2,'\'male mar/wid\'',none,2,'\'real estate\'',27,none,own,1,'\'unemp/unskilled non res\'',1,none,no,good
'\'0<=X<200\'',36,'\'existing paid\'',radio/tv,4795,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'no known property\'',30,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',27,'\'existing paid\'',radio/tv,3416,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,car,27,none,own,1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'<0\'',18,'\'existing paid\'',furniture/equipment,2462,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,22,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',21,'\'critical/other existing credit\'',furniture/equipment,2288,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',23,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',48,'\'all paid\'',business,3566,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male single\'',none,2,car,30,none,own,1,skilled,1,none,yes,good
'\'<0\'',6,'\'critical/other existing credit\'','\'new car\'',860,'\'<100\'','\'>=7\'',1,'\'female div/dep/mar\'',none,4,'\'no known property\'',39,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'','\'new car\'',682,'\'100<=X<500\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,3,car,51,none,own,2,skilled,1,yes,yes,good
'\'<0\'',36,'\'critical/other existing credit\'',furniture/equipment,5371,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',guarantor,2,'\'life insurance\'',28,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',radio/tv,1582,'\'>=1000\'','\'>=7\'',4,'\'male single\'',none,4,car,46,none,own,2,skilled,1,none,yes,good
'\'no checking\'',6,'\'existing paid\'',radio/tv,1346,'\'100<=X<500\'','\'>=7\'',2,'\'male single\'',none,4,'\'no known property\'',42,bank,'\'for free\'',1,skilled,2,yes,yes,good
'\'no checking\'',10,'\'existing paid\'',radio/tv,1924,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,4,'\'life insurance\'',38,none,own,1,skilled,1,yes,no,good
'\'>=200\'',36,'\'existing paid\'',radio/tv,5848,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,1,car,24,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',24,'\'critical/other existing credit\'','\'used car\'',7758,'\'>=1000\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,'\'no known property\'',29,none,rent,1,skilled,1,none,yes,good
'\'0<=X<200\'',24,'\'delayed previously\'',business,6967,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male single\'',none,4,car,36,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',12,'\'existing paid\'',furniture/equipment,1282,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,4,car,20,none,rent,1,skilled,1,none,yes,bad
'\'<0\'',9,'\'critical/other existing credit\'',repairs,1288,'\'100<=X<500\'','\'>=7\'',3,'\'male single\'',guarantor,4,'\'real estate\'',48,none,own,2,skilled,2,none,no,good
'\'<0\'',12,'\'all paid\'',retraining,339,'\'<100\'','\'>=7\'',4,'\'male mar/wid\'',none,1,car,45,bank,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',24,'\'existing paid\'','\'new car\'',3512,'\'100<=X<500\'','\'4<=X<7\'',2,'\'male single\'',none,3,car,38,bank,own,2,skilled,1,yes,yes,good
'\'no checking\'',6,'\'critical/other existing credit\'',radio/tv,1898,'\'no known savings\'','\'1<=X<4\'',1,'\'male single\'',none,2,'\'real estate\'',34,none,own,2,'\'unskilled resident\'',2,none,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,2872,'\'100<=X<500\'','\'>=7\'',3,'\'male single\'',none,4,'\'real estate\'',36,none,own,1,skilled,2,yes,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'','\'new car\'',1055,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'life insurance\'',30,none,own,2,skilled,1,none,yes,good
'\'no checking\'',15,'\'existing paid\'','\'domestic appliance\'',1262,'\'500<=X<1000\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'life insurance\'',36,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',10,'\'existing paid\'','\'new car\'',7308,'\'<100\'',unemployed,2,'\'male single\'',none,4,'\'no known property\'',70,bank,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',36,'\'existing paid\'','\'new car\'',909,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',36,none,own,1,skilled,1,none,yes,good
'\'no checking\'',6,'\'existing paid\'',furniture/equipment,2978,'\'500<=X<1000\'','\'1<=X<4\'',1,'\'male single\'',none,2,car,32,none,own,1,skilled,1,yes,yes,good
'\'<0\'',18,'\'existing paid\'',furniture/equipment,1131,'\'<100\'',unemployed,4,'\'female div/dep/mar\'',none,2,car,33,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',11,'\'existing paid\'',furniture/equipment,1577,'\'>=1000\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'real estate\'',20,none,own,1,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'',furniture/equipment,3972,'\'<100\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,4,'\'life insurance\'',25,none,rent,1,skilled,1,yes,yes,good
'\'0<=X<200\'',24,'\'critical/other existing credit\'',business,1935,'\'<100\'','\'>=7\'',4,'\'male div/sep\'',none,4,'\'real estate\'',31,none,own,2,skilled,1,yes,yes,bad
'\'<0\'',15,'\'no credits/all paid\'','\'new car\'',950,'\'<100\'','\'>=7\'',4,'\'male single\'',none,3,car,33,none,rent,2,skilled,2,none,yes,bad
'\'no checking\'',12,'\'existing paid\'',furniture/equipment,763,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,1,'\'real estate\'',26,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',24,'\'delayed previously\'',furniture/equipment,2064,'\'<100\'',unemployed,3,'\'female div/dep/mar\'',none,2,'\'life insurance\'',34,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'0<=X<200\'',8,'\'existing paid\'',radio/tv,1414,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',guarantor,2,'\'real estate\'',33,none,own,1,skilled,1,none,no,good
'\'<0\'',21,'\'delayed previously\'',education,3414,'\'<100\'','\'<1\'',2,'\'male single\'',none,1,'\'life insurance\'',26,none,own,2,skilled,1,none,yes,bad
'\'no checking\'',30,'\'all paid\'','\'used car\'',7485,'\'no known savings\'',unemployed,4,'\'female div/dep/mar\'',none,1,'\'real estate\'',53,bank,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'<0\'',12,'\'existing paid\'',furniture/equipment,2577,'\'<100\'','\'1<=X<4\'',2,'\'male div/sep\'',none,1,car,42,none,own,1,skilled,1,none,yes,good
'\'<0\'',6,'\'critical/other existing credit\'',radio/tv,338,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,4,car,52,none,own,2,skilled,1,none,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,1963,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,2,car,31,none,rent,2,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'<0\'',21,'\'critical/other existing credit\'','\'new car\'',571,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',65,none,own,2,skilled,1,none,yes,good
'\'no checking\'',36,'\'delayed previously\'',business,9572,'\'<100\'','\'<1\'',1,'\'male div/sep\'',none,1,car,28,none,own,2,skilled,1,none,yes,bad
'\'0<=X<200\'',36,'\'delayed previously\'',business,4455,'\'<100\'','\'1<=X<4\'',2,'\'male div/sep\'',none,2,'\'real estate\'',30,stores,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'<0\'',21,'\'all paid\'','\'new car\'',1647,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',40,none,own,2,'\'unskilled resident\'',2,none,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'',furniture/equipment,3777,'\'>=1000\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'real estate\'',50,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'','\'new car\'',884,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,36,bank,own,1,skilled,2,yes,yes,bad
'\'no checking\'',15,'\'critical/other existing credit\'',radio/tv,1360,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',31,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',9,'\'all paid\'','\'used car\'',5129,'\'<100\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,'\'no known property\'',74,bank,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',2,yes,yes,bad
'\'0<=X<200\'',16,'\'critical/other existing credit\'','\'new car\'',1175,'\'<100\'',unemployed,2,'\'male single\'',none,3,car,68,none,'\'for free\'',3,'\'unemp/unskilled non res\'',1,yes,yes,good
'\'<0\'',12,'\'existing paid\'',radio/tv,674,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male mar/wid\'',none,1,'\'life insurance\'',20,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',18,'\'no credits/all paid\'',furniture/equipment,3244,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,4,car,33,bank,own,2,skilled,1,yes,yes,good
'\'no checking\'',24,'\'existing paid\'',business,4591,'\'>=1000\'','\'1<=X<4\'',2,'\'male single\'',none,3,'\'life insurance\'',54,none,own,3,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'0<=X<200\'',48,'\'no credits/all paid\'',business,3844,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male single\'',none,4,'\'no known property\'',34,none,'\'for free\'',1,'\'unskilled resident\'',2,none,yes,bad
'\'0<=X<200\'',27,'\'existing paid\'',business,3915,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,36,none,own,1,skilled,2,yes,yes,bad
'\'no checking\'',6,'\'existing paid\'',radio/tv,2108,'\'<100\'','\'4<=X<7\'',2,'\'male mar/wid\'',none,2,'\'real estate\'',29,none,rent,1,skilled,1,none,yes,good
'\'0<=X<200\'',45,'\'existing paid\'',radio/tv,3031,'\'100<=X<500\'','\'1<=X<4\'',4,'\'male single\'',guarantor,4,'\'life insurance\'',21,none,rent,1,skilled,1,none,yes,bad
'\'0<=X<200\'',9,'\'critical/other existing credit\'',education,1501,'\'<100\'','\'>=7\'',2,'\'female div/dep/mar\'',none,3,car,34,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',6,'\'critical/other existing credit\'',radio/tv,1382,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,1,car,28,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',furniture/equipment,951,'\'100<=X<500\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,car,27,bank,rent,4,skilled,1,none,yes,bad
'\'0<=X<200\'',24,'\'existing paid\'','\'used car\'',2760,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',36,bank,'\'for free\'',1,skilled,1,yes,yes,good
'\'0<=X<200\'',18,'\'delayed previously\'',furniture/equipment,4297,'\'<100\'','\'>=7\'',4,'\'male div/sep\'',none,3,'\'no known property\'',40,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',9,'\'critical/other existing credit\'',education,936,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,2,car,52,none,own,2,skilled,1,yes,yes,good
'\'<0\'',12,'\'existing paid\'','\'new car\'',1168,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,3,'\'real estate\'',27,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',27,'\'delayed previously\'',business,5117,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,4,car,26,none,own,2,skilled,1,none,yes,good
'\'<0\'',12,'\'existing paid\'',retraining,902,'\'<100\'','\'4<=X<7\'',4,'\'male mar/wid\'',none,4,'\'life insurance\'',21,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'','\'new car\'',1495,'\'<100\'','\'>=7\'',4,'\'male single\'',none,1,'\'real estate\'',38,none,own,2,'\'unskilled resident\'',2,none,yes,good
'\'<0\'',30,'\'critical/other existing credit\'','\'used car\'',10623,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',38,none,'\'for free\'',3,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',furniture/equipment,1935,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',43,none,own,3,skilled,1,yes,yes,good
'\'0<=X<200\'',12,'\'critical/other existing credit\'','\'domestic appliance\'',1424,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'life insurance\'',26,none,own,1,skilled,1,none,yes,good
'\'<0\'',24,'\'existing paid\'',business,6568,'\'<100\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,2,car,21,stores,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',12,'\'existing paid\'','\'used car\'',1413,'\'>=1000\'','\'4<=X<7\'',3,'\'male single\'',none,2,'\'life insurance\'',55,none,own,1,skilled,1,none,no,good
'\'no checking\'',9,'\'critical/other existing credit\'',radio/tv,3074,'\'no known savings\'','\'1<=X<4\'',1,'\'male single\'',none,2,'\'real estate\'',33,none,own,2,skilled,2,none,yes,good
'\'no checking\'',36,'\'existing paid\'',radio/tv,3835,'\'no known savings\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,'\'real estate\'',45,none,own,1,'\'unskilled resident\'',1,yes,yes,good
'\'<0\'',27,'\'no credits/all paid\'',business,5293,'\'<100\'',unemployed,2,'\'male single\'',none,4,'\'life insurance\'',50,stores,own,2,skilled,1,yes,yes,bad
'\'>=200\'',30,'\'delayed previously\'',business,1908,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',66,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',36,'\'critical/other existing credit\'',radio/tv,3342,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,2,car,51,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',6,'\'critical/other existing credit\'',retraining,932,'\'no known savings\'','\'4<=X<7\'',1,'\'female div/dep/mar\'',none,3,'\'life insurance\'',39,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',18,'\'no credits/all paid\'',business,3104,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,1,'\'life insurance\'',31,bank,own,1,skilled,1,yes,yes,good
'\'>=200\'',36,'\'existing paid\'',radio/tv,3913,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',23,none,own,1,skilled,1,yes,yes,good
'\'<0\'',24,'\'existing paid\'',furniture/equipment,3021,'\'<100\'','\'1<=X<4\'',2,'\'male div/sep\'',none,2,'\'real estate\'',24,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',10,'\'existing paid\'','\'new car\'',1364,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,4,car,64,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,625,'\'<100\'','\'<1\'',4,'\'male mar/wid\'',guarantor,1,'\'real estate\'',26,bank,own,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',12,'\'existing paid\'',education,1200,'\'no known savings\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',23,bank,rent,1,skilled,1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,707,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'real estate\'',30,bank,own,2,skilled,1,none,yes,good
'\'no checking\'',24,'\'delayed previously\'',business,2978,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'real estate\'',32,none,own,2,skilled,2,yes,yes,good
'\'no checking\'',15,'\'existing paid\'','\'used car\'',4657,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,car,30,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',36,'\'no credits/all paid\'',repairs,2613,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,27,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',48,'\'existing paid\'',radio/tv,10961,'\'>=1000\'','\'4<=X<7\'',1,'\'male single\'','\'co applicant\'',2,'\'no known property\'',27,bank,own,2,skilled,1,yes,yes,bad
'\'<0\'',12,'\'existing paid\'',furniture/equipment,7865,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',53,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',9,'\'existing paid\'',radio/tv,1478,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,2,car,22,none,own,1,skilled,1,none,yes,bad
'\'<0\'',24,'\'existing paid\'',furniture/equipment,3149,'\'<100\'','\'<1\'',4,'\'male single\'',none,1,'\'no known property\'',22,bank,'\'for free\'',1,skilled,1,none,yes,good
'\'>=200\'',36,'\'existing paid\'',radio/tv,4210,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,26,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',9,'\'existing paid\'','\'new car\'',2507,'\'500<=X<1000\'','\'>=7\'',2,'\'male single\'',none,4,'\'no known property\'',51,none,'\'for free\'',1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,2141,'\'100<=X<500\'','\'4<=X<7\'',3,'\'male single\'',none,1,'\'no known property\'',35,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',radio/tv,866,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',guarantor,2,'\'real estate\'',25,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',4,'\'critical/other existing credit\'',radio/tv,1544,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,1,'\'real estate\'',42,none,own,3,'\'unskilled resident\'',2,none,yes,good
'\'<0\'',24,'\'existing paid\'',radio/tv,1823,'\'<100\'',unemployed,4,'\'male single\'',none,2,car,30,stores,own,1,'\'high qualif/self emp/mgmt\'',2,none,yes,bad
'\'0<=X<200\'',6,'\'existing paid\'','\'new car\'',14555,'\'no known savings\'',unemployed,1,'\'male single\'',none,2,'\'life insurance\'',23,none,own,1,'\'unemp/unskilled non res\'',1,yes,yes,bad
'\'0<=X<200\'',21,'\'existing paid\'',business,2767,'\'100<=X<500\'','\'>=7\'',4,'\'male div/sep\'',none,2,car,61,bank,rent,2,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,1291,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,'\'life insurance\'',35,none,own,2,skilled,1,none,yes,good
'\'<0\'',30,'\'existing paid\'',radio/tv,2522,'\'<100\'','\'>=7\'',1,'\'male single\'',guarantor,3,'\'life insurance\'',39,none,own,1,skilled,2,none,yes,good
'\'<0\'',24,'\'existing paid\'','\'new car\'',915,'\'no known savings\'','\'>=7\'',4,'\'female div/dep/mar\'',none,2,car,29,bank,own,1,skilled,1,none,yes,bad
'\'no checking\'',6,'\'existing paid\'',radio/tv,1595,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,2,'\'life insurance\'',51,none,own,1,skilled,2,none,yes,good
'\'<0\'',48,'\'no credits/all paid\'','\'used car\'',4605,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',24,none,'\'for free\'',2,skilled,2,none,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'',business,1185,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,'\'real estate\'',27,none,own,2,skilled,1,none,yes,good
'\'no checking\'',12,'\'all paid\'',retraining,3447,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,3,'\'real estate\'',35,none,own,1,'\'unskilled resident\'',2,none,yes,good
'\'no checking\'',24,'\'existing paid\'',business,1258,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,1,'\'real estate\'',25,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,717,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',52,none,own,3,skilled,1,none,yes,good
'\'no checking\'',6,'\'no credits/all paid\'','\'new car\'',1204,'\'100<=X<500\'','\'1<=X<4\'',4,'\'male single\'',none,1,'\'no known property\'',35,bank,rent,1,skilled,1,none,no,good
'\'>=200\'',24,'\'existing paid\'',furniture/equipment,1925,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',26,none,own,1,skilled,1,none,yes,good
'\'no checking\'',18,'\'existing paid\'',radio/tv,433,'\'<100\'',unemployed,3,'\'female div/dep/mar\'','\'co applicant\'',4,'\'real estate\'',22,none,rent,1,skilled,1,none,yes,bad
'\'<0\'',6,'\'critical/other existing credit\'','\'new car\'',666,'\'>=1000\'','\'4<=X<7\'',3,'\'female div/dep/mar\'',none,4,'\'real estate\'',39,none,own,2,'\'unskilled resident\'',1,yes,yes,good
'\'>=200\'',12,'\'existing paid\'',furniture/equipment,2251,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,2,car,46,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',30,'\'existing paid\'','\'new car\'',2150,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',guarantor,2,'\'no known property\'',24,bank,own,1,skilled,1,none,yes,bad
'\'no checking\'',24,'\'delayed previously\'',furniture/equipment,4151,'\'100<=X<500\'','\'1<=X<4\'',2,'\'male single\'',none,3,'\'life insurance\'',35,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',9,'\'existing paid\'',furniture/equipment,2030,'\'no known savings\'','\'4<=X<7\'',2,'\'male single\'',none,1,car,24,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',60,'\'delayed previously\'',radio/tv,7418,'\'no known savings\'','\'1<=X<4\'',1,'\'male single\'',none,1,'\'real estate\'',27,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,2684,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'real estate\'',35,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',12,'\'all paid\'',radio/tv,2149,'\'<100\'','\'1<=X<4\'',4,'\'male div/sep\'',none,1,'\'no known property\'',29,none,'\'for free\'',1,skilled,1,none,yes,bad
'\'no checking\'',15,'\'existing paid\'','\'used car\'',3812,'\'100<=X<500\'','\'<1\'',1,'\'female div/dep/mar\'',none,4,car,23,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',11,'\'critical/other existing credit\'',radio/tv,1154,'\'100<=X<500\'',unemployed,4,'\'female div/dep/mar\'',none,4,'\'real estate\'',57,none,own,3,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',12,'\'existing paid\'',furniture/equipment,1657,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',27,none,own,1,skilled,1,none,yes,good
'\'<0\'',24,'\'existing paid\'',radio/tv,1603,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,car,55,none,own,1,skilled,1,none,yes,good
'\'<0\'',18,'\'critical/other existing credit\'','\'new car\'',5302,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,'\'no known property\'',36,none,'\'for free\'',3,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',education,2748,'\'<100\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,'\'no known property\'',57,bank,'\'for free\'',3,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',10,'\'critical/other existing credit\'','\'new car\'',1231,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'real estate\'',32,none,own,2,'\'unskilled resident\'',2,none,no,good
'\'0<=X<200\'',15,'\'existing paid\'',radio/tv,802,'\'<100\'','\'>=7\'',4,'\'male single\'',none,3,car,37,none,own,1,skilled,2,none,yes,bad
'\'no checking\'',36,'\'critical/other existing credit\'',business,6304,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',36,none,own,2,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,1533,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,3,car,38,stores,own,1,skilled,1,yes,yes,good
'\'<0\'',14,'\'existing paid\'','\'new car\'',8978,'\'<100\'','\'>=7\'',1,'\'male div/sep\'',none,4,'\'life insurance\'',45,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,no,bad
'\'no checking\'',24,'\'existing paid\'',radio/tv,999,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,2,car,25,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'existing paid\'','\'new car\'',2662,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'life insurance\'',32,none,own,1,skilled,1,none,no,good
'\'no checking\'',12,'\'critical/other existing credit\'',furniture/equipment,1402,'\'500<=X<1000\'','\'4<=X<7\'',3,'\'female div/dep/mar\'',none,4,car,37,none,rent,1,skilled,1,yes,yes,good
'\'0<=X<200\'',48,'\'all paid\'','\'new car\'',12169,'\'no known savings\'',unemployed,4,'\'male single\'','\'co applicant\'',4,'\'no known property\'',36,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',48,'\'existing paid\'',radio/tv,3060,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,4,'\'real estate\'',28,none,own,2,skilled,1,none,yes,bad
'\'<0\'',30,'\'existing paid\'',repairs,11998,'\'<100\'','\'<1\'',1,'\'male div/sep\'',none,1,'\'no known property\'',34,none,own,1,'\'unskilled resident\'',1,yes,yes,bad
'\'no checking\'',9,'\'existing paid\'',radio/tv,2697,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,2,'\'real estate\'',32,none,own,1,skilled,2,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',radio/tv,2404,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,car,26,none,own,2,skilled,1,none,yes,good
'\'<0\'',12,'\'existing paid\'',furniture/equipment,1262,'\'no known savings\'','\'>=7\'',2,'\'male div/sep\'',none,4,'\'life insurance\'',49,none,own,1,'\'unskilled resident\'',1,yes,yes,good
'\'no checking\'',6,'\'existing paid\'',furniture/equipment,4611,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,4,'\'life insurance\'',32,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',24,'\'existing paid\'',radio/tv,1901,'\'100<=X<500\'','\'1<=X<4\'',4,'\'male single\'',none,4,car,29,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',15,'\'critical/other existing credit\'','\'used car\'',3368,'\'>=1000\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',23,none,rent,2,skilled,1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',furniture/equipment,1574,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'real estate\'',50,none,own,1,skilled,1,none,yes,good
'\'>=200\'',18,'\'all paid\'',radio/tv,1445,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',none,4,car,49,bank,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',15,'\'critical/other existing credit\'',furniture/equipment,1520,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',63,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',24,'\'critical/other existing credit\'','\'new car\'',3878,'\'100<=X<500\'','\'<1\'',4,'\'male div/sep\'',none,2,car,37,none,own,1,skilled,1,yes,yes,good
'\'<0\'',47,'\'existing paid\'','\'new car\'',10722,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,1,'\'real estate\'',35,none,own,1,'\'unskilled resident\'',1,yes,yes,good
'\'<0\'',48,'\'existing paid\'','\'used car\'',4788,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'life insurance\'',26,none,own,1,skilled,2,none,yes,good
'\'0<=X<200\'',48,'\'delayed previously\'',other,7582,'\'100<=X<500\'',unemployed,2,'\'male single\'',none,4,'\'no known property\'',31,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,1092,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',guarantor,4,'\'real estate\'',49,none,own,2,skilled,1,yes,yes,good
'\'<0\'',24,'\'delayed previously\'',radio/tv,1024,'\'<100\'','\'<1\'',4,'\'male mar/wid\'',none,4,'\'real estate\'',48,stores,own,1,skilled,1,none,yes,bad
'\'no checking\'',12,'\'existing paid\'',business,1076,'\'<100\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,2,'\'real estate\'',26,none,own,1,skilled,1,yes,no,good
'\'0<=X<200\'',36,'\'existing paid\'','\'used car\'',9398,'\'<100\'','\'<1\'',1,'\'male mar/wid\'',none,4,car,28,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'<0\'',24,'\'critical/other existing credit\'','\'used car\'',6419,'\'<100\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,'\'no known property\'',44,none,'\'for free\'',2,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'>=200\'',42,'\'critical/other existing credit\'','\'used car\'',4796,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',56,none,'\'for free\'',1,skilled,1,none,yes,good
'\'no checking\'',48,'\'critical/other existing credit\'',business,7629,'\'no known savings\'','\'>=7\'',4,'\'male div/sep\'',none,2,car,46,bank,own,2,'\'high qualif/self emp/mgmt\'',2,none,yes,good
'\'0<=X<200\'',48,'\'existing paid\'',furniture/equipment,9960,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,2,car,26,none,own,1,skilled,1,yes,yes,bad
'\'no checking\'',12,'\'existing paid\'','\'used car\'',4675,'\'no known savings\'','\'<1\'',1,'\'female div/dep/mar\'',none,4,car,20,none,rent,1,skilled,1,none,yes,good
'\'no checking\'',10,'\'existing paid\'','\'new car\'',1287,'\'no known savings\'','\'>=7\'',4,'\'male single\'','\'co applicant\'',2,'\'life insurance\'',45,none,own,1,'\'unskilled resident\'',1,none,no,good
'\'no checking\'',18,'\'existing paid\'',furniture/equipment,2515,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,4,'\'real estate\'',43,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',21,'\'critical/other existing credit\'',furniture/equipment,2745,'\'>=1000\'','\'4<=X<7\'',3,'\'male single\'',none,2,car,32,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',6,'\'existing paid\'','\'new car\'',672,'\'<100\'',unemployed,1,'\'female div/dep/mar\'',none,4,'\'real estate\'',54,none,own,1,'\'unemp/unskilled non res\'',1,yes,yes,good
'\'0<=X<200\'',36,'\'no credits/all paid\'',radio/tv,3804,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,1,car,42,none,own,1,skilled,1,yes,yes,bad
'\'>=200\'',24,'\'critical/other existing credit\'','\'new car\'',1344,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',none,2,'\'real estate\'',37,bank,own,2,'\'unskilled resident\'',2,none,yes,bad
'\'<0\'',10,'\'critical/other existing credit\'','\'new car\'',1038,'\'<100\'','\'4<=X<7\'',4,'\'male single\'','\'co applicant\'',3,'\'life insurance\'',49,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',48,'\'critical/other existing credit\'','\'new car\'',10127,'\'500<=X<1000\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'no known property\'',44,bank,'\'for free\'',1,skilled,1,none,yes,bad
'\'no checking\'',6,'\'existing paid\'',furniture/equipment,1543,'\'>=1000\'','\'1<=X<4\'',4,'\'male div/sep\'',none,2,'\'real estate\'',33,none,own,1,skilled,1,none,yes,good
'\'no checking\'',30,'\'existing paid\'','\'used car\'',4811,'\'no known savings\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,4,'\'life insurance\'',24,stores,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',12,'\'existing paid\'',radio/tv,727,'\'100<=X<500\'','\'<1\'',4,'\'male mar/wid\'',none,3,'\'no known property\'',33,none,own,1,'\'unskilled resident\'',1,yes,yes,bad
'\'0<=X<200\'',8,'\'existing paid\'',furniture/equipment,1237,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,4,'\'real estate\'',24,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',9,'\'existing paid\'','\'new car\'',276,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,4,'\'real estate\'',22,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',48,'\'existing paid\'',other,5381,'\'no known savings\'',unemployed,3,'\'male single\'',none,4,'\'no known property\'',40,bank,'\'for free\'',1,'\'unemp/unskilled non res\'',1,yes,yes,good
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'\'>=200\'',24,'\'existing paid\'',furniture/equipment,3749,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,4,car,26,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',685,'\'<100\'','\'4<=X<7\'',2,'\'male mar/wid\'',none,3,car,25,bank,own,1,'\'unskilled resident\'',1,none,yes,bad
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'\'<0\'',36,'\'all paid\'',furniture/equipment,2746,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,31,bank,own,1,skilled,1,none,yes,bad
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'\'0<=X<200\'',24,'\'existing paid\'',furniture/equipment,4351,'\'no known savings\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,4,'\'life insurance\'',48,none,own,1,'\'unskilled resident\'',1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',education,701,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,32,none,own,2,skilled,1,none,yes,good
'\'<0\'',15,'\'delayed previously\'',furniture/equipment,3643,'\'<100\'','\'>=7\'',1,'\'female div/dep/mar\'',none,4,'\'life insurance\'',27,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',30,'\'critical/other existing credit\'','\'new car\'',4249,'\'<100\'',unemployed,4,'\'male mar/wid\'',none,2,car,28,none,own,2,'\'high qualif/self emp/mgmt\'',1,none,yes,bad
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'\'<0\'',24,'\'existing paid\'','\'used car\'',2910,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,1,'\'no known property\'',34,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',18,'\'existing paid\'',furniture/equipment,2659,'\'>=1000\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,28,none,own,1,skilled,1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'','\'new car\'',1028,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,3,'\'real estate\'',36,none,own,2,skilled,1,none,yes,good
'\'<0\'',8,'\'critical/other existing credit\'','\'new car\'',3398,'\'<100\'','\'4<=X<7\'',1,'\'male single\'',none,4,'\'real estate\'',39,none,own,2,'\'unskilled resident\'',1,none,no,good
'\'no checking\'',12,'\'critical/other existing credit\'',furniture/equipment,5801,'\'no known savings\'','\'>=7\'',2,'\'male single\'',none,4,'\'life insurance\'',49,none,rent,1,skilled,1,yes,yes,good
'\'no checking\'',24,'\'existing paid\'','\'new car\'',1525,'\'>=1000\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,3,car,34,none,own,1,skilled,2,yes,yes,good
'\'>=200\'',36,'\'existing paid\'',radio/tv,4473,'\'<100\'','\'>=7\'',4,'\'male single\'',none,2,car,31,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',6,'\'existing paid\'',radio/tv,1068,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,28,none,own,1,skilled,2,none,yes,good
'\'<0\'',24,'\'critical/other existing credit\'','\'used car\'',6615,'\'<100\'',unemployed,2,'\'male single\'',none,4,'\'no known property\'',75,none,'\'for free\'',2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',education,1864,'\'100<=X<500\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,'\'real estate\'',30,none,own,2,skilled,1,none,yes,bad
'\'0<=X<200\'',60,'\'existing paid\'','\'new car\'',7408,'\'100<=X<500\'','\'<1\'',4,'\'female div/dep/mar\'',none,2,'\'life insurance\'',24,none,own,1,'\'high qualif/self emp/mgmt\'',1,none,yes,bad
'\'no checking\'',48,'\'critical/other existing credit\'','\'used car\'',11590,'\'100<=X<500\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,4,car,24,bank,rent,2,'\'unskilled resident\'',1,none,yes,bad
'\'<0\'',24,'\'no credits/all paid\'',furniture/equipment,4110,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',23,bank,rent,2,skilled,2,none,yes,bad
'\'<0\'',6,'\'critical/other existing credit\'',furniture/equipment,3384,'\'<100\'','\'1<=X<4\'',1,'\'male div/sep\'',none,4,'\'real estate\'',44,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'0<=X<200\'',13,'\'existing paid\'',radio/tv,2101,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',guarantor,4,'\'life insurance\'',23,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',15,'\'existing paid\'','\'domestic appliance\'',1275,'\'no known savings\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,car,24,none,rent,1,skilled,1,none,yes,bad
'\'<0\'',24,'\'existing paid\'',furniture/equipment,4169,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'life insurance\'',28,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',10,'\'existing paid\'',furniture/equipment,1521,'\'<100\'','\'1<=X<4\'',4,'\'male div/sep\'',none,2,car,31,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',24,'\'critical/other existing credit\'',education,5743,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,4,'\'no known property\'',24,none,'\'for free\'',2,skilled,1,yes,yes,good
'\'<0\'',21,'\'existing paid\'',furniture/equipment,3599,'\'<100\'','\'4<=X<7\'',1,'\'female div/dep/mar\'',none,4,car,26,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',radio/tv,3213,'\'500<=X<1000\'','\'<1\'',1,'\'male mar/wid\'',none,3,'\'real estate\'',25,none,rent,1,skilled,1,none,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',business,4439,'\'<100\'','\'>=7\'',1,'\'male single\'','\'co applicant\'',1,'\'real estate\'',33,bank,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'>=200\'',10,'\'existing paid\'','\'new car\'',3949,'\'<100\'','\'<1\'',1,'\'male single\'',guarantor,1,'\'life insurance\'',37,none,own,1,'\'unskilled resident\'',2,none,yes,good
'\'no checking\'',15,'\'critical/other existing credit\'',radio/tv,1459,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,car,43,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',13,'\'critical/other existing credit\'',radio/tv,882,'\'<100\'','\'<1\'',4,'\'male single\'',guarantor,4,'\'real estate\'',23,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',24,'\'existing paid\'',radio/tv,3758,'\'500<=X<1000\'',unemployed,1,'\'female div/dep/mar\'',none,4,'\'no known property\'',23,none,rent,1,'\'unemp/unskilled non res\'',1,none,yes,good
'\'no checking\'',6,'\'delayed previously\'',business,1743,'\'100<=X<500\'','\'1<=X<4\'',1,'\'male single\'',none,2,'\'real estate\'',34,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',9,'\'critical/other existing credit\'',education,1136,'\'>=1000\'','\'>=7\'',4,'\'male single\'',none,3,'\'no known property\'',32,none,'\'for free\'',2,skilled,2,none,yes,bad
'\'no checking\'',9,'\'existing paid\'','\'domestic appliance\'',1236,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,4,'\'real estate\'',23,none,rent,1,skilled,1,yes,yes,good
'\'0<=X<200\'',9,'\'existing paid\'',furniture/equipment,959,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,2,car,29,none,own,1,skilled,1,none,no,bad
'\'no checking\'',18,'\'critical/other existing credit\'','\'used car\'',3229,'\'no known savings\'',unemployed,2,'\'male single\'',none,4,'\'no known property\'',38,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',12,'\'no credits/all paid\'',radio/tv,6199,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',28,none,rent,2,skilled,1,yes,yes,bad
'\'no checking\'',10,'\'existing paid\'',education,727,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',46,none,'\'for free\'',1,skilled,1,yes,yes,good
'\'0<=X<200\'',24,'\'existing paid\'','\'new car\'',1246,'\'<100\'','\'<1\'',4,'\'male single\'',none,2,'\'real estate\'',23,stores,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,2331,'\'no known savings\'','\'>=7\'',1,'\'male single\'','\'co applicant\'',4,'\'real estate\'',49,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',36,'\'delayed previously\'',radio/tv,4463,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,26,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',12,'\'existing paid\'',radio/tv,776,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,2,'\'real estate\'',28,none,own,1,skilled,1,none,yes,good
'\'<0\'',30,'\'existing paid\'',furniture/equipment,2406,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',23,none,rent,1,skilled,1,none,yes,bad
'\'0<=X<200\'',18,'\'existing paid\'',education,1239,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',61,none,'\'for free\'',1,skilled,1,none,yes,good
'\'>=200\'',12,'\'existing paid\'',radio/tv,3399,'\'no known savings\'','\'>=7\'',2,'\'male single\'',none,3,car,37,none,own,1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'>=200\'',12,'\'delayed previously\'','\'new car\'',2247,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,car,36,stores,own,2,skilled,1,yes,yes,good
'\'no checking\'',6,'\'existing paid\'',furniture/equipment,1766,'\'<100\'','\'1<=X<4\'',1,'\'male mar/wid\'',none,2,'\'life insurance\'',21,none,rent,1,skilled,1,none,yes,good
'\'<0\'',18,'\'existing paid\'',furniture/equipment,2473,'\'<100\'',unemployed,4,'\'male single\'',none,1,car,25,none,own,1,'\'unemp/unskilled non res\'',1,none,yes,bad
'\'no checking\'',12,'\'existing paid\'',business,1542,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,4,car,36,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'','\'used car\'',3850,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,1,car,27,none,own,2,skilled,1,none,yes,good
'\'<0\'',18,'\'existing paid\'',furniture/equipment,3650,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,4,car,22,none,rent,1,skilled,1,none,yes,good
'\'<0\'',36,'\'existing paid\'',furniture/equipment,3446,'\'<100\'','\'>=7\'',4,'\'male single\'',none,2,car,42,none,own,1,skilled,2,none,yes,bad
'\'0<=X<200\'',18,'\'existing paid\'',furniture/equipment,3001,'\'<100\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,4,'\'real estate\'',40,none,rent,1,skilled,1,none,yes,good
'\'no checking\'',36,'\'existing paid\'','\'new car\'',3079,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'real estate\'',36,none,own,1,skilled,1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',radio/tv,6070,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,car,33,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',10,'\'critical/other existing credit\'',furniture/equipment,2146,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,3,'\'real estate\'',23,none,rent,2,skilled,1,none,yes,good
'\'no checking\'',60,'\'critical/other existing credit\'','\'new car\'',13756,'\'no known savings\'','\'>=7\'',2,'\'male single\'',none,4,'\'no known property\'',63,bank,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',60,'\'all paid\'',other,14782,'\'100<=X<500\'','\'>=7\'',3,'\'female div/dep/mar\'',none,4,'\'no known property\'',60,bank,'\'for free\'',2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'<0\'',48,'\'all paid\'',business,7685,'\'<100\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',guarantor,4,car,37,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',18,'\'delayed previously\'',radio/tv,2320,'\'<100\'',unemployed,2,'\'male mar/wid\'',none,3,'\'real estate\'',34,none,own,2,skilled,1,none,yes,good
'\'no checking\'',7,'\'delayed previously\'',radio/tv,846,'\'no known savings\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',36,none,'\'for free\'',1,skilled,1,none,yes,good
'\'0<=X<200\'',36,'\'existing paid\'','\'new car\'',14318,'\'<100\'','\'>=7\'',4,'\'male single\'',none,2,'\'no known property\'',57,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',6,'\'critical/other existing credit\'','\'new car\'',362,'\'100<=X<500\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,car,52,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',20,'\'existing paid\'',furniture/equipment,2212,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',none,4,car,39,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',18,'\'existing paid\'','\'used car\'',12976,'\'<100\'',unemployed,3,'\'female div/dep/mar\'',none,4,'\'no known property\'',38,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',22,'\'existing paid\'','\'new car\'',1283,'\'no known savings\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',25,none,rent,1,skilled,1,none,yes,good
'\'>=200\'',12,'\'existing paid\'','\'new car\'',1330,'\'<100\'','\'<1\'',4,'\'male single\'',none,1,'\'real estate\'',26,none,own,1,skilled,1,none,yes,good
'\'no checking\'',30,'\'delayed previously\'',business,4272,'\'100<=X<500\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'life insurance\'',26,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',radio/tv,2238,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,1,car,25,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'existing paid\'',radio/tv,1126,'\'no known savings\'','\'<1\'',4,'\'female div/dep/mar\'',none,2,'\'real estate\'',21,none,rent,1,skilled,1,yes,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'',furniture/equipment,7374,'\'<100\'',unemployed,4,'\'male single\'',none,4,'\'life insurance\'',40,stores,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',15,'\'critical/other existing credit\'',business,2326,'\'500<=X<1000\'','\'1<=X<4\'',2,'\'male single\'',none,4,car,27,bank,own,1,skilled,1,none,yes,good
'\'no checking\'',9,'\'existing paid\'',business,1449,'\'<100\'','\'4<=X<7\'',3,'\'female div/dep/mar\'',none,2,car,27,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'existing paid\'','\'new car\'',1820,'\'<100\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,2,'\'life insurance\'',30,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',furniture/equipment,983,'\'>=1000\'','\'<1\'',1,'\'female div/dep/mar\'',none,4,'\'real estate\'',19,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',36,'\'existing paid\'','\'new car\'',3249,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,4,'\'no known property\'',39,bank,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'<0\'',6,'\'critical/other existing credit\'',radio/tv,1957,'\'<100\'','\'4<=X<7\'',1,'\'female div/dep/mar\'',none,4,car,31,none,own,1,skilled,1,none,yes,good
'\'no checking\'',9,'\'critical/other existing credit\'',furniture/equipment,2406,'\'<100\'',unemployed,2,'\'male single\'',none,3,car,31,none,own,1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'0<=X<200\'',39,'\'delayed previously\'',education,11760,'\'100<=X<500\'','\'4<=X<7\'',2,'\'male single\'',none,3,'\'no known property\'',32,none,rent,1,skilled,1,yes,yes,good
'\'<0\'',12,'\'existing paid\'',furniture/equipment,2578,'\'<100\'',unemployed,3,'\'female div/dep/mar\'',none,4,'\'no known property\'',55,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'<0\'',36,'\'critical/other existing credit\'',furniture/equipment,2348,'\'<100\'','\'1<=X<4\'',3,'\'male mar/wid\'',none,2,'\'life insurance\'',46,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',1223,'\'<100\'','\'>=7\'',1,'\'male div/sep\'',none,1,'\'real estate\'',46,none,rent,2,skilled,1,none,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,1516,'\'>=1000\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,1,'\'real estate\'',43,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',18,'\'existing paid\'',radio/tv,1473,'\'<100\'','\'<1\'',3,'\'male mar/wid\'',none,4,'\'real estate\'',39,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'',business,1887,'\'no known savings\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,4,'\'real estate\'',28,bank,own,2,skilled,1,none,yes,good
'\'no checking\'',24,'\'delayed previously\'',business,8648,'\'<100\'','\'<1\'',2,'\'male single\'',none,2,car,27,bank,own,2,skilled,1,yes,yes,bad
'\'no checking\'',14,'\'delayed previously\'','\'new car\'',802,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,27,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',18,'\'delayed previously\'','\'new car\'',2899,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,car,43,none,own,1,skilled,2,none,yes,good
'\'0<=X<200\'',24,'\'existing paid\'',radio/tv,2039,'\'<100\'','\'<1\'',1,'\'male mar/wid\'',none,1,'\'life insurance\'',22,none,own,1,skilled,1,yes,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'','\'used car\'',2197,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',none,4,car,43,none,own,2,skilled,2,yes,yes,good
'\'<0\'',15,'\'existing paid\'',radio/tv,1053,'\'<100\'','\'<1\'',4,'\'male mar/wid\'',none,2,'\'real estate\'',27,none,own,1,skilled,1,none,no,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,3235,'\'500<=X<1000\'','\'>=7\'',3,'\'male div/sep\'',none,2,car,26,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'>=200\'',12,'\'critical/other existing credit\'','\'new car\'',939,'\'500<=X<1000\'','\'4<=X<7\'',4,'\'male mar/wid\'',none,2,'\'real estate\'',28,none,own,3,skilled,1,yes,yes,bad
'\'0<=X<200\'',24,'\'existing paid\'',radio/tv,1967,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,car,20,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',33,'\'critical/other existing credit\'','\'used car\'',7253,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,2,car,35,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',business,2292,'\'<100\'',unemployed,4,'\'male single\'',none,2,car,42,stores,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',10,'\'existing paid\'','\'new car\'',1597,'\'500<=X<1000\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'no known property\'',40,none,rent,1,'\'unskilled resident\'',2,none,no,good
'\'<0\'',24,'\'existing paid\'','\'new car\'',1381,'\'no known savings\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,'\'life insurance\'',35,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',36,'\'critical/other existing credit\'','\'used car\'',5842,'\'<100\'','\'>=7\'',2,'\'male single\'',none,2,'\'life insurance\'',35,none,own,2,skilled,2,yes,yes,good
'\'<0\'',12,'\'existing paid\'','\'new car\'',2579,'\'<100\'','\'<1\'',4,'\'male single\'',none,1,'\'real estate\'',33,none,own,1,'\'unskilled resident\'',2,none,yes,bad
'\'<0\'',18,'\'delayed previously\'',education,8471,'\'no known savings\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,2,car,23,none,rent,2,skilled,1,yes,yes,good
'\'no checking\'',21,'\'existing paid\'','\'new car\'',2782,'\'500<=X<1000\'','\'4<=X<7\'',1,'\'female div/dep/mar\'',none,2,car,31,bank,own,1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'0<=X<200\'',18,'\'existing paid\'','\'new car\'',1042,'\'no known savings\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,'\'life insurance\'',33,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',15,'\'existing paid\'','\'new car\'',3186,'\'>=1000\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,3,car,20,none,rent,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'','\'used car\'',2028,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,30,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'critical/other existing credit\'','\'new car\'',958,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,3,'\'real estate\'',47,none,own,2,'\'unskilled resident\'',2,none,yes,good
'\'no checking\'',21,'\'delayed previously\'',furniture/equipment,1591,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'real estate\'',34,none,own,2,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',furniture/equipment,2762,'\'no known savings\'','\'>=7\'',1,'\'female div/dep/mar\'',none,2,'\'life insurance\'',25,bank,own,1,skilled,1,yes,yes,bad
'\'0<=X<200\'',18,'\'existing paid\'','\'used car\'',2779,'\'<100\'','\'1<=X<4\'',1,'\'male mar/wid\'',none,3,car,21,none,rent,1,skilled,1,yes,yes,good
'\'no checking\'',28,'\'critical/other existing credit\'',radio/tv,2743,'\'<100\'','\'>=7\'',4,'\'male single\'',none,2,car,29,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',radio/tv,1149,'\'>=1000\'','\'1<=X<4\'',4,'\'male single\'',none,3,'\'real estate\'',46,none,own,2,skilled,1,none,yes,good
'\'no checking\'',9,'\'existing paid\'',furniture/equipment,1313,'\'<100\'','\'>=7\'',1,'\'male single\'',none,4,car,20,none,own,1,skilled,1,none,yes,good
'\'<0\'',18,'\'critical/other existing credit\'',repairs,1190,'\'<100\'',unemployed,2,'\'female div/dep/mar\'',none,4,'\'no known property\'',55,none,'\'for free\'',3,'\'unemp/unskilled non res\'',2,none,yes,bad
'\'no checking\'',5,'\'existing paid\'',business,3448,'\'<100\'','\'4<=X<7\'',1,'\'male single\'',none,4,'\'real estate\'',74,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',24,'\'existing paid\'',other,11328,'\'<100\'','\'1<=X<4\'',2,'\'male single\'','\'co applicant\'',3,car,29,bank,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'<0\'',6,'\'critical/other existing credit\'',furniture/equipment,1872,'\'<100\'',unemployed,4,'\'male single\'',none,4,'\'no known property\'',36,none,'\'for free\'',3,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',repairs,2058,'\'<100\'','\'1<=X<4\'',4,'\'male div/sep\'',none,2,'\'real estate\'',33,none,own,2,skilled,1,yes,yes,good
'\'<0\'',9,'\'existing paid\'',furniture/equipment,2136,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'real estate\'',25,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,1484,'\'no known savings\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,1,'\'real estate\'',25,none,own,1,skilled,1,yes,yes,bad
'\'no checking\'',6,'\'existing paid\'',repairs,660,'\'500<=X<1000\'','\'4<=X<7\'',2,'\'male mar/wid\'',none,4,'\'real estate\'',23,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'','\'new car\'',1287,'\'>=1000\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',37,none,own,2,skilled,1,yes,yes,good
'\'<0\'',42,'\'critical/other existing credit\'',repairs,3394,'\'<100\'',unemployed,4,'\'male single\'','\'co applicant\'',4,car,65,none,own,2,'\'unemp/unskilled non res\'',1,none,yes,good
'\'>=200\'',12,'\'all paid\'',business,609,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'real estate\'',26,none,own,1,'\'unemp/unskilled non res\'',1,none,yes,bad
'\'no checking\'',12,'\'existing paid\'','\'new car\'',1884,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,39,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',12,'\'existing paid\'',furniture/equipment,1620,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'','\'co applicant\'',3,'\'life insurance\'',30,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',20,'\'delayed previously\'',other,2629,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,3,car,29,bank,own,2,skilled,1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',education,719,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,41,bank,own,1,'\'unskilled resident\'',2,none,yes,bad
'\'0<=X<200\'',48,'\'critical/other existing credit\'',furniture/equipment,5096,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,3,car,30,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',9,'\'critical/other existing credit\'',education,1244,'\'no known savings\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',41,none,rent,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',36,'\'existing paid\'','\'new car\'',1842,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,car,34,none,own,1,skilled,1,yes,yes,bad
'\'0<=X<200\'',7,'\'existing paid\'',radio/tv,2576,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',guarantor,2,'\'real estate\'',35,none,own,1,skilled,1,none,yes,good
'\'>=200\'',12,'\'existing paid\'',furniture/equipment,1424,'\'no known savings\'','\'>=7\'',3,'\'female div/dep/mar\'',none,4,'\'real estate\'',55,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',15,'\'delayed previously\'',repairs,1512,'\'>=1000\'','\'1<=X<4\'',3,'\'male mar/wid\'',none,3,'\'life insurance\'',61,stores,own,2,skilled,1,none,yes,bad
'\'no checking\'',36,'\'critical/other existing credit\'','\'used car\'',11054,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,30,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',6,'\'existing paid\'',radio/tv,518,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,1,'\'real estate\'',29,none,own,1,skilled,1,none,yes,good
'\'no checking\'',12,'\'no credits/all paid\'',furniture/equipment,2759,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,'\'life insurance\'',34,none,own,2,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'','\'used car\'',2670,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,35,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',24,'\'existing paid\'','\'new car\'',4817,'\'<100\'','\'4<=X<7\'',2,'\'male single\'','\'co applicant\'',3,'\'life insurance\'',31,none,own,1,skilled,1,yes,yes,bad
'\'no checking\'',24,'\'existing paid\'','\'used car\'',2679,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'no known property\'',29,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',11,'\'critical/other existing credit\'','\'new car\'',3905,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',36,none,rent,2,skilled,2,none,yes,good
'\'<0\'',12,'\'existing paid\'','\'used car\'',3386,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',35,none,'\'for free\'',1,skilled,1,yes,yes,bad
'\'<0\'',6,'\'existing paid\'','\'domestic appliance\'',343,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'real estate\'',27,none,own,1,skilled,1,none,yes,good
'\'no checking\'',18,'\'existing paid\'',radio/tv,4594,'\'<100\'','\'<1\'',3,'\'male single\'',none,2,car,32,none,own,1,skilled,1,yes,yes,good
'\'<0\'',36,'\'existing paid\'',furniture/equipment,3620,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',guarantor,2,'\'life insurance\'',37,none,own,1,skilled,2,none,yes,good
'\'<0\'',15,'\'existing paid\'','\'new car\'',1721,'\'<100\'','\'<1\'',2,'\'male single\'',none,3,'\'real estate\'',36,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',furniture/equipment,3017,'\'<100\'','\'<1\'',3,'\'female div/dep/mar\'',none,1,'\'real estate\'',34,none,rent,1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',retraining,754,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',38,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'existing paid\'',business,1950,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,1,car,34,stores,own,2,skilled,1,yes,yes,good
'\'<0\'',24,'\'existing paid\'','\'used car\'',2924,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',guarantor,4,'\'no known property\'',63,bank,own,1,skilled,2,yes,yes,good
'\'<0\'',24,'\'delayed previously\'',radio/tv,1659,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,2,car,29,none,rent,1,'\'unskilled resident\'',1,yes,yes,bad
'\'no checking\'',48,'\'delayed previously\'',radio/tv,7238,'\'no known savings\'','\'>=7\'',3,'\'male single\'',none,3,car,32,bank,own,2,skilled,2,none,yes,good
'\'no checking\'',33,'\'delayed previously\'',business,2764,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,car,26,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',24,'\'delayed previously\'','\'used car\'',4679,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,3,car,35,none,own,2,'\'unskilled resident\'',1,yes,yes,good
'\'0<=X<200\'',24,'\'existing paid\'',radio/tv,3092,'\'100<=X<500\'','\'<1\'',3,'\'male mar/wid\'',none,2,car,22,none,rent,1,skilled,1,yes,yes,bad
'\'<0\'',6,'\'existing paid\'',education,448,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',23,none,own,1,skilled,1,none,yes,bad
'\'<0\'',9,'\'existing paid\'','\'new car\'',654,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,3,car,28,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',6,'\'existing paid\'',retraining,1238,'\'no known savings\'',unemployed,4,'\'male single\'',none,4,'\'life insurance\'',36,none,own,1,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'',radio/tv,1245,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,2,car,33,none,own,1,skilled,1,none,yes,bad
'\'<0\'',18,'\'no credits/all paid\'',furniture/equipment,3114,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,4,'\'life insurance\'',26,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',39,'\'existing paid\'','\'used car\'',2569,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'male single\'',none,4,car,24,none,own,1,skilled,1,none,yes,good
'\'>=200\'',24,'\'existing paid\'',radio/tv,5152,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,2,car,25,bank,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',business,1037,'\'100<=X<500\'','\'4<=X<7\'',3,'\'male single\'',none,4,'\'real estate\'',39,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',15,'\'critical/other existing credit\'',furniture/equipment,1478,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,44,none,own,2,skilled,2,yes,yes,good
'\'0<=X<200\'',12,'\'critical/other existing credit\'',radio/tv,3573,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,1,'\'real estate\'',23,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',24,'\'existing paid\'','\'new car\'',1201,'\'<100\'','\'<1\'',4,'\'male single\'',none,1,'\'life insurance\'',26,none,own,1,skilled,1,none,yes,good
'\'<0\'',30,'\'existing paid\'',furniture/equipment,3622,'\'>=1000\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',57,none,rent,2,skilled,1,yes,yes,good
'\'no checking\'',15,'\'delayed previously\'',furniture/equipment,960,'\'>=1000\'','\'4<=X<7\'',3,'\'female div/dep/mar\'',none,2,'\'life insurance\'',30,none,own,2,skilled,1,none,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'','\'new car\'',1163,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'real estate\'',44,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',6,'\'delayed previously\'','\'new car\'',1209,'\'<100\'',unemployed,4,'\'male single\'',none,4,'\'life insurance\'',47,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',12,'\'existing paid\'',radio/tv,3077,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,4,car,52,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',24,'\'existing paid\'','\'new car\'',3757,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'','\'co applicant\'',4,'\'no known property\'',62,none,'\'for free\'',1,skilled,1,yes,yes,good
'\'no checking\'',10,'\'existing paid\'','\'new car\'',1418,'\'100<=X<500\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'real estate\'',35,none,rent,1,'\'unskilled resident\'',1,none,no,good
'\'no checking\'',6,'\'existing paid\'','\'new car\'',3518,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',guarantor,3,'\'life insurance\'',26,none,rent,1,skilled,1,none,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,1934,'\'<100\'','\'>=7\'',2,'\'male single\'',none,2,'\'no known property\'',26,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',27,'\'no credits/all paid\'',business,8318,'\'<100\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,'\'no known property\'',42,none,'\'for free\'',2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',6,'\'critical/other existing credit\'',radio/tv,1237,'\'100<=X<500\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,1,'\'life insurance\'',27,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',6,'\'existing paid\'',radio/tv,368,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',38,none,own,1,skilled,1,none,yes,good
'\'<0\'',12,'\'critical/other existing credit\'','\'new car\'',2122,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'real estate\'',39,none,rent,2,'\'unskilled resident\'',2,none,no,good
'\'<0\'',24,'\'existing paid\'',furniture/equipment,2996,'\'no known savings\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,4,car,20,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',36,'\'existing paid\'',furniture/equipment,9034,'\'100<=X<500\'','\'<1\'',4,'\'male single\'','\'co applicant\'',1,'\'no known property\'',29,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'',furniture/equipment,1585,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'life insurance\'',40,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',radio/tv,1301,'\'<100\'','\'>=7\'',4,'\'male mar/wid\'',guarantor,2,'\'real estate\'',32,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'>=200\'',6,'\'critical/other existing credit\'','\'new car\'',1323,'\'100<=X<500\'','\'>=7\'',2,'\'male div/sep\'',none,4,car,28,none,own,2,skilled,2,yes,yes,good
'\'<0\'',24,'\'existing paid\'','\'new car\'',3123,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'life insurance\'',27,none,own,1,skilled,1,none,yes,bad
'\'<0\'',36,'\'existing paid\'','\'used car\'',5493,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,'\'no known property\'',42,none,'\'for free\'',1,skilled,2,none,yes,good
'\'>=200\'',9,'\'existing paid\'',radio/tv,1126,'\'100<=X<500\'','\'>=7\'',2,'\'male div/sep\'',none,4,'\'real estate\'',49,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',24,'\'critical/other existing credit\'',radio/tv,1216,'\'100<=X<500\'','\'<1\'',4,'\'male single\'',none,4,'\'no known property\'',38,bank,own,2,skilled,2,none,yes,bad
'\'<0\'',24,'\'existing paid\'','\'new car\'',1207,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',24,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',10,'\'existing paid\'','\'new car\'',1309,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',guarantor,4,'\'life insurance\'',27,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'>=200\'',15,'\'critical/other existing credit\'','\'used car\'',2360,'\'500<=X<1000\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,36,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',15,'\'all paid\'','\'new car\'',6850,'\'100<=X<500\'',unemployed,1,'\'male single\'',none,2,'\'life insurance\'',34,none,own,1,'\'high qualif/self emp/mgmt\'',2,yes,yes,bad
'\'no checking\'',24,'\'existing paid\'',radio/tv,1413,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,2,'\'life insurance\'',28,none,own,1,skilled,1,none,yes,good
'\'no checking\'',39,'\'existing paid\'','\'used car\'',8588,'\'100<=X<500\'','\'>=7\'',4,'\'male single\'',none,2,car,45,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',12,'\'existing paid\'','\'new car\'',759,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,2,'\'real estate\'',26,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',36,'\'existing paid\'','\'used car\'',4686,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'no known property\'',32,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'>=200\'',15,'\'existing paid\'',business,2687,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,4,'\'life insurance\'',26,none,rent,1,skilled,1,yes,yes,good
'\'0<=X<200\'',12,'\'delayed previously\'',radio/tv,585,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'','\'co applicant\'',4,'\'real estate\'',20,none,rent,2,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'','\'new car\'',2255,'\'no known savings\'','\'<1\'',4,'\'male single\'',none,1,'\'life insurance\'',54,none,own,1,skilled,1,none,yes,good
'\'<0\'',6,'\'critical/other existing credit\'','\'new car\'',609,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,3,'\'life insurance\'',37,none,own,2,skilled,1,none,no,good
'\'<0\'',6,'\'critical/other existing credit\'','\'new car\'',1361,'\'<100\'','\'<1\'',2,'\'male single\'',none,4,'\'real estate\'',40,none,own,1,'\'unskilled resident\'',2,none,no,good
'\'no checking\'',36,'\'critical/other existing credit\'',furniture/equipment,7127,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,4,'\'life insurance\'',23,none,rent,2,skilled,1,yes,yes,bad
'\'<0\'',6,'\'existing paid\'','\'new car\'',1203,'\'100<=X<500\'','\'>=7\'',3,'\'male single\'',none,2,'\'life insurance\'',43,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',6,'\'critical/other existing credit\'',radio/tv,700,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',36,none,'\'for free\'',2,skilled,1,none,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',repairs,5507,'\'<100\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',44,none,'\'for free\'',2,skilled,1,none,yes,good
'\'<0\'',18,'\'existing paid\'',radio/tv,3190,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,'\'real estate\'',24,none,own,1,skilled,1,none,yes,bad
'\'<0\'',48,'\'no credits/all paid\'',furniture/equipment,7119,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,4,'\'no known property\'',53,none,'\'for free\'',2,skilled,2,none,yes,bad
'\'no checking\'',24,'\'existing paid\'','\'used car\'',3488,'\'100<=X<500\'','\'4<=X<7\'',3,'\'female div/dep/mar\'',none,4,car,23,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',radio/tv,1113,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',guarantor,4,'\'real estate\'',26,none,own,1,'\'unskilled resident\'',2,none,yes,good
'\'0<=X<200\'',26,'\'existing paid\'','\'used car\'',7966,'\'<100\'','\'<1\'',2,'\'male single\'',none,3,car,30,none,own,2,skilled,1,none,yes,good
'\'no checking\'',15,'\'critical/other existing credit\'',education,1532,'\'100<=X<500\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,3,car,31,none,own,1,skilled,1,none,yes,good
'\'no checking\'',4,'\'critical/other existing credit\'',radio/tv,1503,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,1,'\'real estate\'',42,none,own,2,'\'unskilled resident\'',2,none,yes,good
'\'<0\'',36,'\'existing paid\'',radio/tv,2302,'\'<100\'','\'1<=X<4\'',4,'\'male div/sep\'',none,4,car,31,none,rent,1,skilled,1,none,yes,bad
'\'<0\'',6,'\'existing paid\'','\'new car\'',662,'\'<100\'','\'<1\'',3,'\'male single\'',none,4,'\'real estate\'',41,none,own,1,'\'unskilled resident\'',2,yes,yes,good
'\'0<=X<200\'',36,'\'existing paid\'',education,2273,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,1,car,32,none,own,2,skilled,2,none,yes,good
'\'0<=X<200\'',15,'\'existing paid\'','\'new car\'',2631,'\'100<=X<500\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,4,car,28,none,rent,2,skilled,1,yes,yes,bad
'\'no checking\'',12,'\'delayed previously\'','\'used car\'',1503,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,4,'\'real estate\'',41,none,rent,1,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,1311,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male mar/wid\'',none,3,'\'life insurance\'',26,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,3105,'\'no known savings\'','\'<1\'',4,'\'male single\'',none,2,car,25,none,own,2,skilled,1,none,yes,good
'\'>=200\'',21,'\'critical/other existing credit\'',education,2319,'\'<100\'','\'<1\'',2,'\'male div/sep\'',none,1,car,33,none,rent,1,skilled,1,none,yes,bad
'\'<0\'',6,'\'existing paid\'','\'new car\'',1374,'\'no known savings\'',unemployed,4,'\'female div/dep/mar\'',none,3,'\'life insurance\'',75,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'',furniture/equipment,3612,'\'<100\'','\'>=7\'',3,'\'female div/dep/mar\'',none,4,'\'life insurance\'',37,none,own,1,skilled,1,yes,yes,good
'\'<0\'',48,'\'existing paid\'','\'new car\'',7763,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',42,bank,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,none,yes,bad
'\'>=200\'',18,'\'existing paid\'',furniture/equipment,3049,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,1,'\'life insurance\'',45,stores,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,1534,'\'<100\'','\'<1\'',1,'\'male mar/wid\'',none,1,'\'real estate\'',23,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',24,'\'delayed previously\'','\'new car\'',2032,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',60,none,'\'for free\'',2,skilled,1,yes,yes,good
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'\'>=200\'',18,'\'existing paid\'',furniture/equipment,2864,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,1,'\'real estate\'',34,none,own,1,'\'unskilled resident\'',2,none,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'','\'new car\'',1255,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',61,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',24,'\'delayed previously\'','\'new car\'',1333,'\'<100\'',unemployed,4,'\'male single\'',none,2,'\'real estate\'',43,none,'\'for free\'',2,skilled,2,none,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'','\'new car\'',2022,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,car,37,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,1552,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,1,car,32,bank,own,1,skilled,2,none,yes,good
'\'<0\'',12,'\'all paid\'',radio/tv,626,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',24,bank,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',48,'\'critical/other existing credit\'','\'used car\'',8858,'\'no known savings\'','\'4<=X<7\'',2,'\'male single\'',none,1,'\'no known property\'',35,none,'\'for free\'',2,skilled,1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',repairs,996,'\'no known savings\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',23,none,own,2,skilled,1,none,yes,good
'\'no checking\'',6,'\'all paid\'',radio/tv,1750,'\'500<=X<1000\'','\'>=7\'',2,'\'male single\'',none,4,'\'life insurance\'',45,bank,own,1,'\'unskilled resident\'',2,none,yes,good
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'\'0<=X<200\'',12,'\'critical/other existing credit\'','\'new car\'',1995,'\'100<=X<500\'','\'<1\'',4,'\'male single\'',none,1,car,27,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',9,'\'existing paid\'',education,1199,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',67,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,1331,'\'<100\'','\'<1\'',2,'\'male single\'',none,1,car,22,stores,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',18,'\'no credits/all paid\'','\'new car\'',2278,'\'100<=X<500\'','\'<1\'',3,'\'female div/dep/mar\'',none,3,car,28,none,own,2,skilled,1,none,yes,bad
'\'no checking\'',21,'\'no credits/all paid\'','\'new car\'',5003,'\'no known savings\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,4,'\'life insurance\'',29,bank,own,2,skilled,1,yes,yes,bad
'\'<0\'',24,'\'all paid\'',furniture/equipment,3552,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,4,car,27,bank,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',18,'\'critical/other existing credit\'',furniture/equipment,1928,'\'<100\'','\'<1\'',2,'\'male single\'',none,2,'\'real estate\'',31,none,own,2,'\'unskilled resident\'',1,none,yes,bad
'\'<0\'',24,'\'existing paid\'','\'used car\'',2964,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',49,bank,'\'for free\'',1,skilled,2,yes,yes,good
'\'<0\'',24,'\'all paid\'',radio/tv,1546,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',guarantor,4,car,24,bank,rent,1,'\'unskilled resident\'',1,none,yes,bad
'\'>=200\'',6,'\'delayed previously\'',radio/tv,683,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,1,'\'life insurance\'',29,bank,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',36,'\'existing paid\'','\'new car\'',12389,'\'no known savings\'','\'1<=X<4\'',1,'\'male single\'',none,4,'\'no known property\'',37,none,'\'for free\'',1,skilled,1,yes,yes,bad
'\'0<=X<200\'',24,'\'delayed previously\'',business,4712,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',37,bank,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',24,'\'delayed previously\'',radio/tv,1553,'\'100<=X<500\'','\'4<=X<7\'',3,'\'female div/dep/mar\'',none,2,'\'life insurance\'',23,none,rent,2,skilled,1,yes,yes,good
'\'<0\'',12,'\'existing paid\'','\'new car\'',1372,'\'<100\'','\'4<=X<7\'',2,'\'male div/sep\'',none,3,car,36,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,2578,'\'>=1000\'','\'>=7\'',2,'\'male single\'',none,2,car,34,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',48,'\'existing paid\'',radio/tv,3979,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',none,1,car,41,none,own,2,skilled,2,yes,yes,good
'\'<0\'',48,'\'existing paid\'',radio/tv,6758,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,car,31,none,own,1,skilled,1,yes,yes,bad
'\'<0\'',24,'\'existing paid\'',furniture/equipment,3234,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',23,none,rent,1,'\'unskilled resident\'',1,yes,yes,bad
'\'no checking\'',30,'\'critical/other existing credit\'',radio/tv,5954,'\'<100\'','\'4<=X<7\'',3,'\'male single\'','\'co applicant\'',2,car,38,none,own,1,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'','\'used car\'',5433,'\'no known savings\'',unemployed,2,'\'female div/dep/mar\'',none,4,'\'life insurance\'',26,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
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'\'0<=X<200\'',9,'\'existing paid\'',radio/tv,1082,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,27,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',15,'\'critical/other existing credit\'',furniture/equipment,2788,'\'<100\'','\'4<=X<7\'',2,'\'female div/dep/mar\'','\'co applicant\'',3,car,24,bank,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,2930,'\'<100\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,1,'\'real estate\'',27,none,own,1,skilled,1,none,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',education,1927,'\'no known savings\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,car,33,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',36,'\'critical/other existing credit\'','\'new car\'',2820,'\'<100\'','\'<1\'',4,'\'male div/sep\'',none,4,car,27,none,own,2,skilled,1,none,yes,bad
'\'no checking\'',24,'\'existing paid\'',retraining,937,'\'<100\'','\'<1\'',4,'\'male mar/wid\'',none,3,car,27,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'','\'new car\'',1056,'\'<100\'','\'>=7\'',3,'\'male single\'',guarantor,3,'\'real estate\'',30,bank,own,2,skilled,1,none,yes,bad
'\'0<=X<200\'',12,'\'critical/other existing credit\'','\'new car\'',3124,'\'<100\'','\'<1\'',1,'\'male single\'',none,3,'\'real estate\'',49,bank,own,2,'\'unskilled resident\'',2,none,yes,good
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'\'0<=X<200\'',36,'\'existing paid\'',repairs,2384,'\'<100\'','\'<1\'',4,'\'male single\'',none,1,'\'no known property\'',33,none,rent,1,'\'unskilled resident\'',1,none,yes,bad
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'\'<0\'',9,'\'critical/other existing credit\'','\'new car\'',2799,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',36,none,rent,2,skilled,2,none,yes,good
'\'<0\'',12,'\'existing paid\'',furniture/equipment,1289,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',guarantor,1,'\'life insurance\'',21,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',18,'\'existing paid\'','\'domestic appliance\'',1217,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,3,'\'real estate\'',47,none,own,1,'\'unskilled resident\'',1,yes,yes,bad
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'\'0<=X<200\'',24,'\'existing paid\'','\'new car\'',2718,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,4,'\'life insurance\'',20,none,rent,1,'\'unskilled resident\'',1,yes,yes,bad
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'\'0<=X<200\'',6,'\'all paid\'','\'new car\'',931,'\'100<=X<500\'','\'<1\'',1,'\'female div/dep/mar\'',none,1,'\'life insurance\'',32,stores,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'<0\'',24,'\'existing paid\'','\'new car\'',1442,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,4,car,23,none,rent,2,skilled,1,none,yes,bad
'\'0<=X<200\'',24,'\'no credits/all paid\'',business,4241,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,4,'\'real estate\'',36,none,own,3,'\'unskilled resident\'',1,yes,yes,bad
'\'no checking\'',18,'\'critical/other existing credit\'','\'new car\'',2775,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,2,'\'life insurance\'',31,bank,own,2,skilled,1,none,yes,bad
'\'no checking\'',24,'\'delayed previously\'',business,3863,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,2,'\'no known property\'',32,none,'\'for free\'',1,skilled,1,none,yes,good
'\'0<=X<200\'',7,'\'existing paid\'',radio/tv,2329,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',guarantor,1,'\'real estate\'',45,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',9,'\'existing paid\'',furniture/equipment,918,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,1,'\'life insurance\'',30,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',24,'\'all paid\'',education,1837,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,4,'\'no known property\'',34,bank,'\'for free\'',1,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',36,'\'existing paid\'',furniture/equipment,3349,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,car,28,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'>=200\'',10,'\'existing paid\'',furniture/equipment,1275,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,2,'\'life insurance\'',23,none,own,1,skilled,1,none,yes,good
'\'<0\'',24,'\'all paid\'',furniture/equipment,2828,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'real estate\'',22,stores,own,1,skilled,1,yes,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',business,4526,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'real estate\'',74,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',36,'\'existing paid\'',radio/tv,2671,'\'100<=X<500\'','\'1<=X<4\'',4,'\'female div/dep/mar\'','\'co applicant\'',4,'\'no known property\'',50,none,'\'for free\'',1,skilled,1,none,yes,bad
'\'no checking\'',18,'\'existing paid\'',radio/tv,2051,'\'<100\'','\'<1\'',4,'\'male single\'',none,1,'\'real estate\'',33,none,own,1,skilled,1,none,yes,good
'\'no checking\'',15,'\'existing paid\'','\'used car\'',1300,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',45,bank,'\'for free\'',1,skilled,2,none,yes,good
'\'<0\'',12,'\'existing paid\'','\'domestic appliance\'',741,'\'100<=X<500\'',unemployed,4,'\'female div/dep/mar\'',none,3,'\'life insurance\'',22,none,own,1,skilled,1,none,yes,bad
'\'>=200\'',10,'\'existing paid\'','\'new car\'',1240,'\'100<=X<500\'','\'>=7\'',1,'\'female div/dep/mar\'',none,4,'\'no known property\'',48,none,'\'for free\'',1,'\'unskilled resident\'',2,none,yes,bad
'\'<0\'',21,'\'existing paid\'',radio/tv,3357,'\'>=1000\'','\'<1\'',4,'\'female div/dep/mar\'',none,2,car,29,bank,own,1,skilled,1,none,yes,good
'\'<0\'',24,'\'all paid\'','\'used car\'',3632,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',guarantor,4,car,22,bank,rent,1,skilled,1,none,no,good
'\'no checking\'',18,'\'delayed previously\'',furniture/equipment,1808,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,1,'\'real estate\'',22,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',48,'\'no credits/all paid\'',business,12204,'\'no known savings\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,48,bank,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',60,'\'delayed previously\'',radio/tv,9157,'\'no known savings\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'no known property\'',27,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
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'\'0<=X<200\'',30,'\'existing paid\'',furniture/equipment,3441,'\'100<=X<500\'','\'1<=X<4\'',2,'\'female div/dep/mar\'','\'co applicant\'',4,car,21,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',12,'\'existing paid\'','\'new car\'',640,'\'<100\'','\'1<=X<4\'',4,'\'male div/sep\'',none,2,'\'real estate\'',49,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',21,'\'critical/other existing credit\'',business,3652,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,3,'\'life insurance\'',27,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'','\'new car\'',1530,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'life insurance\'',32,bank,own,2,skilled,1,none,yes,bad
'\'no checking\'',48,'\'existing paid\'',business,3914,'\'no known savings\'','\'1<=X<4\'',4,'\'male div/sep\'',none,2,'\'real estate\'',38,bank,own,1,skilled,1,none,yes,bad
'\'<0\'',12,'\'existing paid\'',furniture/equipment,1858,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,car,22,none,rent,1,skilled,1,none,yes,good
'\'<0\'',18,'\'existing paid\'',radio/tv,2600,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',65,none,'\'for free\'',2,skilled,1,none,yes,bad
'\'no checking\'',15,'\'existing paid\'',radio/tv,1979,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,2,car,35,none,own,1,skilled,1,none,yes,good
'\'>=200\'',6,'\'existing paid\'',furniture/equipment,2116,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',41,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',9,'\'all paid\'','\'new car\'',1437,'\'100<=X<500\'','\'4<=X<7\'',2,'\'male single\'',none,3,'\'no known property\'',29,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',42,'\'critical/other existing credit\'',furniture/equipment,4042,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'real estate\'',36,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',9,'\'existing paid\'',education,3832,'\'no known savings\'','\'>=7\'',1,'\'male single\'',none,4,'\'real estate\'',64,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',24,'\'existing paid\'',radio/tv,3660,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,4,car,28,none,own,1,skilled,1,none,yes,good
'\'<0\'',18,'\'all paid\'',furniture/equipment,1553,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,3,car,44,bank,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',15,'\'existing paid\'',radio/tv,1444,'\'no known savings\'','\'<1\'',4,'\'male single\'',none,1,'\'life insurance\'',23,none,own,1,skilled,1,none,yes,good
'\'no checking\'',9,'\'existing paid\'',furniture/equipment,1980,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'','\'co applicant\'',2,car,19,none,rent,2,skilled,1,none,yes,bad
'\'0<=X<200\'',24,'\'existing paid\'','\'new car\'',1355,'\'<100\'','\'<1\'',3,'\'female div/dep/mar\'',none,4,car,25,none,own,1,'\'unskilled resident\'',1,yes,yes,bad
'\'no checking\'',12,'\'existing paid\'',education,1393,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',47,bank,own,3,skilled,2,yes,yes,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,1376,'\'500<=X<1000\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,1,car,28,none,own,1,skilled,1,none,yes,good
'\'no checking\'',60,'\'delayed previously\'',radio/tv,15653,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,4,car,21,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,1493,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,3,car,34,none,own,1,skilled,2,none,yes,good
'\'<0\'',42,'\'delayed previously\'',radio/tv,4370,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,2,'\'life insurance\'',26,bank,own,2,skilled,2,yes,yes,bad
'\'<0\'',18,'\'existing paid\'',education,750,'\'<100\'',unemployed,4,'\'female div/dep/mar\'',none,1,'\'real estate\'',27,none,own,1,'\'unemp/unskilled non res\'',1,none,yes,bad
'\'0<=X<200\'',15,'\'existing paid\'',repairs,1308,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,38,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',15,'\'existing paid\'',education,4623,'\'100<=X<500\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'life insurance\'',40,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,1851,'\'<100\'','\'4<=X<7\'',4,'\'male mar/wid\'',guarantor,2,car,33,none,own,2,skilled,1,yes,yes,good
'\'<0\'',18,'\'critical/other existing credit\'',radio/tv,1880,'\'<100\'','\'4<=X<7\'',4,'\'male mar/wid\'',none,1,'\'life insurance\'',32,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
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'\'<0\'',30,'\'no credits/all paid\'',furniture/equipment,4583,'\'<100\'','\'1<=X<4\'',2,'\'male div/sep\'',guarantor,2,'\'real estate\'',32,none,own,2,skilled,1,none,yes,good
'\'no checking\'',12,'\'existing paid\'','\'new car\'',1386,'\'500<=X<1000\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,'\'life insurance\'',26,none,own,1,skilled,1,none,yes,bad
'\'>=200\'',24,'\'existing paid\'','\'new car\'',947,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'no known property\'',38,bank,'\'for free\'',1,skilled,2,none,yes,bad
'\'<0\'',12,'\'existing paid\'',education,684,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,car,40,none,rent,1,'\'unskilled resident\'',2,none,yes,bad
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'\'0<=X<200\'',12,'\'existing paid\'',furniture/equipment,1922,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',37,none,own,1,'\'unskilled resident\'',1,none,yes,bad
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'\'0<=X<200\'',36,'\'delayed previously\'','\'new car\'',8086,'\'100<=X<500\'','\'>=7\'',2,'\'male single\'',none,4,car,42,none,own,4,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'','\'used car\'',2346,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,3,car,35,none,own,2,skilled,1,yes,yes,good
'\'<0\'',14,'\'existing paid\'','\'new car\'',3973,'\'<100\'',unemployed,1,'\'male single\'',none,4,'\'no known property\'',22,none,'\'for free\'',1,skilled,1,none,yes,good
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'\'no checking\'',48,'\'existing paid\'',radio/tv,10222,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',none,3,car,37,stores,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',30,'\'no credits/all paid\'',business,4221,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,1,car,28,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'',furniture/equipment,6361,'\'<100\'','\'>=7\'',2,'\'male single\'',none,1,'\'no known property\'',41,none,own,1,skilled,1,yes,yes,good
'\'>=200\'',12,'\'existing paid\'',radio/tv,1297,'\'<100\'','\'1<=X<4\'',3,'\'male mar/wid\'',none,4,'\'real estate\'',23,none,rent,1,skilled,1,none,yes,good
'\'<0\'',12,'\'existing paid\'','\'new car\'',900,'\'no known savings\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,2,car,23,none,own,1,skilled,1,none,yes,bad
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'\'0<=X<200\'',6,'\'delayed previously\'',furniture/equipment,1050,'\'<100\'',unemployed,4,'\'male single\'',none,1,'\'life insurance\'',35,stores,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
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'\'no checking\'',24,'\'critical/other existing credit\'',other,6314,'\'<100\'',unemployed,4,'\'male single\'','\'co applicant\'',2,'\'no known property\'',27,bank,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',30,'\'all paid\'',furniture/equipment,3496,'\'>=1000\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,34,stores,own,1,skilled,2,yes,yes,good
'\'no checking\'',48,'\'all paid\'',business,3609,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,1,'\'real estate\'',27,stores,own,1,skilled,1,none,yes,good
'\'<0\'',12,'\'critical/other existing credit\'','\'new car\'',4843,'\'<100\'','\'>=7\'',3,'\'male single\'','\'co applicant\'',4,'\'life insurance\'',43,none,rent,2,skilled,1,yes,yes,bad
'\'>=200\'',30,'\'critical/other existing credit\'',radio/tv,3017,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',47,none,own,1,skilled,1,none,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',business,4139,'\'100<=X<500\'','\'1<=X<4\'',3,'\'male single\'',none,3,'\'life insurance\'',27,none,own,2,'\'unskilled resident\'',1,yes,yes,good
'\'no checking\'',36,'\'existing paid\'',business,5742,'\'100<=X<500\'','\'4<=X<7\'',2,'\'male single\'',none,2,car,31,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',60,'\'existing paid\'','\'new car\'',10366,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,'\'life insurance\'',42,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',6,'\'critical/other existing credit\'','\'new car\'',2080,'\'500<=X<1000\'','\'1<=X<4\'',1,'\'male mar/wid\'',none,2,car,24,none,own,1,skilled,1,none,yes,good
'\'no checking\'',21,'\'delayed previously\'',business,2580,'\'500<=X<1000\'','\'<1\'',4,'\'male single\'',none,2,'\'real estate\'',41,bank,own,1,'\'unskilled resident\'',2,none,yes,bad
'\'no checking\'',30,'\'critical/other existing credit\'',radio/tv,4530,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,4,car,26,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',furniture/equipment,5150,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,33,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',72,'\'existing paid\'',radio/tv,5595,'\'100<=X<500\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,2,car,24,none,own,1,skilled,1,none,yes,bad
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'\'no checking\'',18,'\'existing paid\'',radio/tv,1453,'\'<100\'','\'<1\'',3,'\'female div/dep/mar\'',none,1,'\'real estate\'',26,none,own,1,skilled,1,none,yes,good
'\'no checking\'',6,'\'existing paid\'',education,1538,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,2,'\'no known property\'',56,none,own,1,skilled,1,none,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,2279,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',37,none,'\'for free\'',1,skilled,1,yes,yes,good
'\'no checking\'',15,'\'delayed previously\'',radio/tv,1478,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,3,'\'real estate\'',33,bank,own,2,skilled,1,none,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,5103,'\'<100\'','\'<1\'',3,'\'male mar/wid\'',none,3,'\'no known property\'',47,none,'\'for free\'',3,skilled,1,yes,yes,good
'\'0<=X<200\'',36,'\'delayed previously\'',business,9857,'\'100<=X<500\'','\'4<=X<7\'',1,'\'male single\'',none,3,'\'life insurance\'',31,none,own,2,'\'unskilled resident\'',2,yes,yes,good
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'\'0<=X<200\'',36,'\'delayed previously\'','\'new car\'',2862,'\'100<=X<500\'','\'>=7\'',4,'\'male single\'',none,3,'\'no known property\'',30,none,'\'for free\'',1,skilled,1,none,yes,good
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'\'0<=X<200\'',15,'\'existing paid\'',repairs,2631,'\'100<=X<500\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,'\'real estate\'',25,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',24,'\'existing paid\'',radio/tv,2896,'\'100<=X<500\'','\'<1\'',2,'\'male single\'',none,1,car,29,none,own,1,skilled,1,none,yes,good
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'\'no checking\'',24,'\'existing paid\'',radio/tv,2284,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,2,car,28,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',6,'\'existing paid\'','\'used car\'',1236,'\'500<=X<1000\'','\'1<=X<4\'',2,'\'male single\'',none,4,'\'life insurance\'',50,none,rent,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,1103,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',guarantor,3,'\'real estate\'',29,none,own,2,skilled,1,none,no,good
'\'no checking\'',12,'\'critical/other existing credit\'','\'new car\'',926,'\'<100\'',unemployed,1,'\'female div/dep/mar\'',none,2,'\'life insurance\'',38,none,own,1,'\'unemp/unskilled non res\'',1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',radio/tv,1800,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,24,none,own,2,skilled,1,none,yes,good
'\'>=200\'',15,'\'existing paid\'',education,1905,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,40,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
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'\'>=200\'',24,'\'existing paid\'',radio/tv,1377,'\'100<=X<500\'','\'>=7\'',4,'\'female div/dep/mar\'',none,2,'\'no known property\'',47,none,'\'for free\'',1,skilled,1,yes,yes,good
'\'0<=X<200\'',30,'\'delayed previously\'',business,2503,'\'100<=X<500\'','\'>=7\'',4,'\'male single\'',none,2,'\'life insurance\'',41,stores,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',27,'\'existing paid\'',business,2528,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'life insurance\'',32,none,own,1,skilled,2,yes,yes,good
'\'no checking\'',15,'\'existing paid\'','\'new car\'',5324,'\'500<=X<1000\'','\'>=7\'',1,'\'female div/dep/mar\'',none,4,'\'no known property\'',35,none,'\'for free\'',1,skilled,1,none,yes,good
'\'0<=X<200\'',48,'\'existing paid\'','\'new car\'',6560,'\'100<=X<500\'','\'4<=X<7\'',3,'\'male single\'',none,2,'\'life insurance\'',24,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',12,'\'no credits/all paid\'',furniture/equipment,2969,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,3,'\'life insurance\'',25,none,rent,2,skilled,1,none,yes,bad
'\'0<=X<200\'',9,'\'existing paid\'',radio/tv,1206,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',25,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',9,'\'existing paid\'',radio/tv,2118,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',37,none,own,1,'\'unskilled resident\'',2,none,yes,good
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'\'no checking\'',21,'\'existing paid\'','\'used car\'',2476,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',46,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
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'\'0<=X<200\'',60,'\'existing paid\'','\'new car\'',14027,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,2,'\'no known property\'',27,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',30,'\'critical/other existing credit\'','\'used car\'',7596,'\'no known savings\'','\'>=7\'',1,'\'male single\'',none,4,car,63,none,own,2,skilled,1,none,yes,good
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'\'no checking\'',18,'\'existing paid\'',radio/tv,1505,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'no known property\'',32,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
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'\'0<=X<200\'',20,'\'no credits/all paid\'','\'used car\'',6148,'\'100<=X<500\'','\'>=7\'',3,'\'male mar/wid\'',none,4,car,31,bank,own,2,skilled,1,yes,yes,good
'\'>=200\'',9,'\'no credits/all paid\'',radio/tv,1337,'\'<100\'','\'<1\'',4,'\'male single\'',none,2,car,34,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'0<=X<200\'',6,'\'all paid\'',education,433,'\'>=1000\'','\'<1\'',4,'\'female div/dep/mar\'',none,2,'\'life insurance\'',24,bank,rent,1,skilled,2,none,yes,bad
'\'<0\'',12,'\'existing paid\'','\'new car\'',1228,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,'\'real estate\'',24,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'0<=X<200\'',9,'\'existing paid\'',radio/tv,790,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,3,'\'real estate\'',66,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',27,'\'existing paid\'','\'new car\'',2570,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,3,'\'real estate\'',21,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',6,'\'critical/other existing credit\'','\'new car\'',250,'\'>=1000\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,'\'real estate\'',41,bank,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',15,'\'critical/other existing credit\'',radio/tv,1316,'\'500<=X<1000\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,2,'\'life insurance\'',47,none,own,2,'\'unskilled resident\'',1,none,yes,good
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'\'0<=X<200\'',48,'\'all paid\'',business,6416,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,3,'\'no known property\'',59,none,rent,1,skilled,1,none,yes,bad
'\'>=200\'',24,'\'critical/other existing credit\'',business,1275,'\'>=1000\'','\'1<=X<4\'',2,'\'male div/sep\'',none,4,'\'real estate\'',36,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',24,'\'delayed previously\'',radio/tv,6403,'\'<100\'','\'<1\'',1,'\'male single\'',none,2,car,33,none,own,1,skilled,1,none,yes,good
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'\'0<=X<200\'',8,'\'existing paid\'',radio/tv,760,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',guarantor,2,'\'real estate\'',44,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',24,'\'existing paid\'','\'used car\'',2603,'\'>=1000\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,4,car,28,none,rent,1,skilled,1,yes,yes,good
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'\'0<=X<200\'',36,'\'all paid\'','\'domestic appliance\'',3990,'\'no known savings\'','\'<1\'',3,'\'female div/dep/mar\'',none,2,'\'no known property\'',29,bank,own,1,'\'unemp/unskilled non res\'',1,none,yes,good
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'\'<0\'',18,'\'existing paid\'','\'new car\'',4380,'\'100<=X<500\'','\'1<=X<4\'',3,'\'male single\'',none,4,car,35,none,own,1,'\'unskilled resident\'',2,yes,yes,good
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'\'0<=X<200\'',10,'\'all paid\'',radio/tv,1048,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'real estate\'',23,stores,own,1,'\'unskilled resident\'',1,none,yes,good
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'\'no checking\'',21,'\'existing paid\'','\'used car\'',5248,'\'no known savings\'','\'1<=X<4\'',1,'\'male single\'',none,3,car,26,none,own,1,skilled,1,none,yes,good
'\'no checking\'',15,'\'existing paid\'','\'used car\'',3029,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,2,car,33,none,own,1,skilled,1,none,yes,good
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'\'<0\'',18,'\'existing paid\'','\'new car\'',976,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,2,car,23,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'0<=X<200\'',12,'\'existing paid\'',business,841,'\'100<=X<500\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,4,'\'real estate\'',23,none,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',30,'\'critical/other existing credit\'',radio/tv,5771,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,2,car,25,none,own,2,skilled,1,none,yes,good
'\'no checking\'',12,'\'delayed previously\'',repairs,1555,'\'>=1000\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',55,none,'\'for free\'',2,skilled,2,none,yes,bad
'\'<0\'',24,'\'existing paid\'','\'new car\'',1285,'\'no known savings\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,4,'\'no known property\'',32,none,rent,1,skilled,1,none,yes,bad
'\'>=200\'',6,'\'critical/other existing credit\'','\'new car\'',1299,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,1,'\'real estate\'',74,none,own,3,'\'unemp/unskilled non res\'',2,none,no,good
'\'>=200\'',15,'\'critical/other existing credit\'',radio/tv,1271,'\'no known savings\'','\'1<=X<4\'',3,'\'male single\'',none,4,'\'no known property\'',39,none,'\'for free\'',2,skilled,1,yes,yes,bad
'\'no checking\'',24,'\'existing paid\'','\'new car\'',1393,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',guarantor,2,'\'real estate\'',31,none,own,1,skilled,1,yes,yes,good
'\'<0\'',12,'\'critical/other existing credit\'','\'new car\'',691,'\'<100\'','\'>=7\'',4,'\'male single\'',none,3,'\'life insurance\'',35,none,own,2,skilled,1,none,yes,bad
'\'no checking\'',15,'\'critical/other existing credit\'','\'new car\'',5045,'\'no known savings\'','\'>=7\'',1,'\'female div/dep/mar\'',none,4,car,59,none,own,1,skilled,1,yes,yes,good
'\'<0\'',18,'\'critical/other existing credit\'',furniture/equipment,2124,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',24,none,rent,2,skilled,1,none,yes,bad
'\'<0\'',12,'\'existing paid\'',radio/tv,2214,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,3,'\'life insurance\'',24,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',21,'\'critical/other existing credit\'','\'new car\'',12680,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',30,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'','\'new car\'',2463,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male mar/wid\'',none,3,'\'life insurance\'',27,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',12,'\'existing paid\'',radio/tv,1155,'\'<100\'','\'>=7\'',3,'\'male mar/wid\'',guarantor,3,'\'real estate\'',40,bank,own,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',30,'\'existing paid\'',furniture/equipment,3108,'\'<100\'','\'<1\'',2,'\'male div/sep\'',none,4,'\'life insurance\'',31,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',10,'\'existing paid\'','\'used car\'',2901,'\'no known savings\'','\'<1\'',1,'\'female div/dep/mar\'',none,4,'\'real estate\'',31,none,rent,1,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'critical/other existing credit\'',furniture/equipment,3617,'\'<100\'','\'>=7\'',1,'\'male single\'',none,4,car,28,none,rent,3,skilled,1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,1655,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,'\'real estate\'',63,none,own,2,'\'unskilled resident\'',1,yes,yes,good
'\'<0\'',24,'\'existing paid\'','\'used car\'',2812,'\'no known savings\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,'\'real estate\'',26,none,rent,1,skilled,1,none,yes,good
'\'<0\'',36,'\'critical/other existing credit\'',education,8065,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,'\'no known property\'',25,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',21,'\'critical/other existing credit\'','\'used car\'',3275,'\'<100\'','\'>=7\'',1,'\'male single\'',none,4,car,36,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,2223,'\'100<=X<500\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',52,bank,own,2,skilled,1,none,yes,good
'\'>=200\'',12,'\'critical/other existing credit\'','\'new car\'',1480,'\'500<=X<1000\'',unemployed,2,'\'male single\'',none,4,'\'no known property\'',66,bank,'\'for free\'',3,'\'unemp/unskilled non res\'',1,none,yes,good
'\'<0\'',24,'\'existing paid\'','\'new car\'',1371,'\'no known savings\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',25,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',36,'\'critical/other existing credit\'','\'new car\'',3535,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,4,car,37,none,own,2,skilled,1,yes,yes,good
'\'<0\'',18,'\'existing paid\'',radio/tv,3509,'\'<100\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',guarantor,1,'\'real estate\'',25,none,own,1,skilled,1,none,yes,good
'\'no checking\'',36,'\'critical/other existing credit\'','\'used car\'',5711,'\'>=1000\'','\'>=7\'',4,'\'male single\'',none,2,car,38,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',repairs,3872,'\'<100\'',unemployed,2,'\'female div/dep/mar\'',none,4,car,67,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',39,'\'critical/other existing credit\'',radio/tv,4933,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',guarantor,2,'\'real estate\'',25,none,own,2,skilled,1,none,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'','\'new car\'',1940,'\'>=1000\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',60,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',12,'\'no credits/all paid\'',retraining,1410,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',31,none,own,1,'\'unskilled resident\'',1,yes,yes,good
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',836,'\'100<=X<500\'','\'<1\'',4,'\'female div/dep/mar\'',none,2,'\'life insurance\'',23,bank,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'0<=X<200\'',20,'\'existing paid\'','\'used car\'',6468,'\'no known savings\'',unemployed,1,'\'male div/sep\'',none,4,'\'real estate\'',60,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',18,'\'existing paid\'',business,1941,'\'>=1000\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',35,none,own,1,'\'unskilled resident\'',1,yes,yes,good
'\'no checking\'',22,'\'existing paid\'',radio/tv,2675,'\'500<=X<1000\'','\'>=7\'',3,'\'male single\'',none,4,car,40,none,own,1,skilled,1,none,yes,good
'\'no checking\'',48,'\'critical/other existing credit\'','\'used car\'',2751,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,3,car,38,none,own,2,skilled,2,yes,yes,good
'\'0<=X<200\'',48,'\'delayed previously\'',education,6224,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',50,none,'\'for free\'',1,skilled,1,none,yes,bad
'\'<0\'',40,'\'critical/other existing credit\'',education,5998,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,3,'\'no known property\'',27,bank,own,1,skilled,1,yes,yes,bad
'\'0<=X<200\'',21,'\'existing paid\'',business,1188,'\'<100\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,'\'life insurance\'',39,none,own,1,skilled,2,none,yes,bad
'\'no checking\'',24,'\'existing paid\'','\'used car\'',6313,'\'no known savings\'','\'>=7\'',3,'\'male single\'',none,4,car,41,none,own,1,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'no checking\'',6,'\'critical/other existing credit\'',furniture/equipment,1221,'\'no known savings\'','\'1<=X<4\'',1,'\'male mar/wid\'',none,2,'\'life insurance\'',27,none,own,2,skilled,1,none,yes,good
'\'>=200\'',24,'\'existing paid\'',furniture/equipment,2892,'\'<100\'','\'>=7\'',3,'\'male div/sep\'',none,4,'\'no known property\'',51,none,'\'for free\'',1,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'',furniture/equipment,3062,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,3,'\'no known property\'',32,none,rent,1,skilled,1,yes,yes,good
'\'no checking\'',9,'\'existing paid\'',furniture/equipment,2301,'\'100<=X<500\'','\'<1\'',2,'\'female div/dep/mar\'',none,4,'\'life insurance\'',22,none,rent,1,skilled,1,none,yes,good
'\'<0\'',18,'\'existing paid\'','\'used car\'',7511,'\'no known savings\'','\'>=7\'',1,'\'male single\'',none,4,'\'life insurance\'',51,none,'\'for free\'',1,skilled,2,yes,yes,bad
'\'no checking\'',12,'\'critical/other existing credit\'',furniture/equipment,1258,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,4,'\'life insurance\'',22,none,rent,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',24,'\'delayed previously\'','\'new car\'',717,'\'no known savings\'','\'>=7\'',4,'\'male mar/wid\'',none,4,car,54,none,own,2,skilled,1,yes,yes,good
'\'0<=X<200\'',9,'\'existing paid\'','\'new car\'',1549,'\'no known savings\'','\'<1\'',4,'\'male single\'',none,2,'\'real estate\'',35,none,own,1,'\'unemp/unskilled non res\'',1,none,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',education,1597,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',54,none,'\'for free\'',2,skilled,2,none,yes,good
'\'0<=X<200\'',18,'\'critical/other existing credit\'',radio/tv,1795,'\'<100\'','\'>=7\'',3,'\'female div/dep/mar\'',guarantor,4,'\'real estate\'',48,bank,rent,2,'\'unskilled resident\'',1,yes,yes,good
'\'<0\'',20,'\'critical/other existing credit\'',furniture/equipment,4272,'\'<100\'','\'>=7\'',1,'\'female div/dep/mar\'',none,4,'\'life insurance\'',24,none,own,2,skilled,1,none,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,976,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,car,35,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',7472,'\'no known savings\'',unemployed,1,'\'female div/dep/mar\'',none,2,'\'real estate\'',24,none,rent,1,'\'unemp/unskilled non res\'',1,none,yes,good
'\'<0\'',36,'\'existing paid\'','\'new car\'',9271,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,1,car,24,none,own,1,skilled,1,yes,yes,bad
'\'0<=X<200\'',6,'\'existing paid\'',radio/tv,590,'\'<100\'','\'<1\'',3,'\'male mar/wid\'',none,3,'\'real estate\'',26,none,own,1,'\'unskilled resident\'',1,none,no,good
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,930,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',65,none,own,4,skilled,1,none,yes,good
'\'0<=X<200\'',42,'\'all paid\'','\'used car\'',9283,'\'<100\'',unemployed,1,'\'male single\'',none,2,'\'no known property\'',55,bank,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',15,'\'no credits/all paid\'','\'new car\'',1778,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,1,'\'real estate\'',26,none,rent,2,'\'unemp/unskilled non res\'',1,none,yes,bad
'\'0<=X<200\'',8,'\'existing paid\'',business,907,'\'<100\'','\'<1\'',3,'\'male mar/wid\'',none,2,'\'real estate\'',26,none,own,1,skilled,1,yes,yes,good
'\'0<=X<200\'',6,'\'existing paid\'',radio/tv,484,'\'<100\'','\'4<=X<7\'',3,'\'male mar/wid\'',guarantor,3,'\'real estate\'',28,bank,own,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',36,'\'critical/other existing credit\'','\'used car\'',9629,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,4,car,24,none,own,2,skilled,1,yes,yes,bad
'\'<0\'',48,'\'existing paid\'','\'domestic appliance\'',3051,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,4,car,54,none,own,1,skilled,1,none,yes,bad
'\'<0\'',48,'\'existing paid\'','\'new car\'',3931,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,4,'\'no known property\'',46,none,'\'for free\'',1,skilled,2,none,yes,bad
'\'0<=X<200\'',36,'\'delayed previously\'','\'new car\'',7432,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,2,'\'life insurance\'',54,none,rent,1,skilled,1,none,yes,good
'\'no checking\'',6,'\'existing paid\'','\'domestic appliance\'',1338,'\'500<=X<1000\'','\'1<=X<4\'',1,'\'male div/sep\'',none,4,'\'real estate\'',62,none,own,1,skilled,1,none,yes,good
'\'no checking\'',6,'\'critical/other existing credit\'',radio/tv,1554,'\'<100\'','\'4<=X<7\'',1,'\'female div/dep/mar\'',none,2,car,24,none,rent,2,skilled,1,yes,yes,good
'\'<0\'',36,'\'existing paid\'',other,15857,'\'<100\'',unemployed,2,'\'male div/sep\'','\'co applicant\'',3,car,43,none,own,1,'\'high qualif/self emp/mgmt\'',1,none,yes,good
'\'<0\'',18,'\'existing paid\'',radio/tv,1345,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,3,'\'real estate\'',26,bank,own,1,skilled,1,none,yes,bad
'\'no checking\'',12,'\'existing paid\'','\'new car\'',1101,'\'<100\'','\'1<=X<4\'',3,'\'male mar/wid\'',none,2,'\'real estate\'',27,none,own,2,skilled,1,yes,yes,good
'\'>=200\'',12,'\'existing paid\'',radio/tv,3016,'\'<100\'','\'1<=X<4\'',3,'\'male mar/wid\'',none,1,car,24,none,own,1,skilled,1,none,yes,good
'\'<0\'',36,'\'existing paid\'',furniture/equipment,2712,'\'<100\'','\'>=7\'',2,'\'male single\'',none,2,'\'life insurance\'',41,bank,own,1,skilled,2,none,yes,bad
'\'<0\'',8,'\'critical/other existing credit\'','\'new car\'',731,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',47,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',furniture/equipment,3780,'\'<100\'','\'<1\'',3,'\'male div/sep\'',none,2,car,35,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',21,'\'critical/other existing credit\'','\'new car\'',1602,'\'<100\'','\'>=7\'',4,'\'male mar/wid\'',none,3,car,30,none,own,2,skilled,1,yes,yes,good
'\'<0\'',18,'\'critical/other existing credit\'','\'new car\'',3966,'\'<100\'','\'>=7\'',1,'\'female div/dep/mar\'',none,4,'\'real estate\'',33,bank,rent,3,skilled,1,yes,yes,bad
'\'no checking\'',18,'\'no credits/all paid\'',business,4165,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,36,stores,own,2,skilled,2,none,yes,bad
'\'<0\'',36,'\'existing paid\'','\'used car\'',8335,'\'no known savings\'','\'>=7\'',3,'\'male single\'',none,4,'\'no known property\'',47,none,'\'for free\'',1,skilled,1,none,yes,bad
'\'0<=X<200\'',48,'\'delayed previously\'',business,6681,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',38,none,'\'for free\'',1,skilled,2,yes,yes,good
'\'no checking\'',24,'\'delayed previously\'',business,2375,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'male single\'',none,2,car,44,none,own,2,skilled,2,yes,yes,good
'\'<0\'',18,'\'existing paid\'','\'new car\'',1216,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,3,car,23,none,rent,1,skilled,1,yes,yes,bad
'\'<0\'',45,'\'no credits/all paid\'',business,11816,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,car,29,none,rent,2,skilled,1,none,yes,bad
'\'0<=X<200\'',24,'\'existing paid\'',radio/tv,5084,'\'no known savings\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,car,42,none,own,1,skilled,1,yes,yes,good
'\'>=200\'',15,'\'existing paid\'',radio/tv,2327,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,3,'\'real estate\'',25,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'<0\'',12,'\'no credits/all paid\'','\'new car\'',1082,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,car,48,bank,own,2,skilled,1,none,yes,bad
'\'no checking\'',12,'\'existing paid\'',radio/tv,886,'\'no known savings\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,car,21,none,own,1,skilled,1,none,yes,good
'\'no checking\'',4,'\'existing paid\'',furniture/equipment,601,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,3,'\'real estate\'',23,none,rent,1,'\'unskilled resident\'',2,none,yes,good
'\'<0\'',24,'\'critical/other existing credit\'','\'used car\'',2957,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',63,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',24,'\'critical/other existing credit\'',radio/tv,2611,'\'<100\'','\'>=7\'',4,'\'male mar/wid\'','\'co applicant\'',3,'\'real estate\'',46,none,own,2,skilled,1,none,yes,good
'\'<0\'',36,'\'existing paid\'',furniture/equipment,5179,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,2,'\'life insurance\'',29,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',21,'\'delayed previously\'','\'used car\'',2993,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'real estate\'',28,stores,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',18,'\'existing paid\'',repairs,1943,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',23,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',24,'\'all paid\'',business,1559,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,4,car,50,bank,own,1,skilled,1,yes,yes,good
'\'no checking\'',18,'\'existing paid\'',furniture/equipment,3422,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',47,bank,own,3,skilled,2,yes,yes,good
'\'0<=X<200\'',21,'\'existing paid\'',furniture/equipment,3976,'\'no known savings\'','\'4<=X<7\'',2,'\'male single\'',none,3,car,35,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',18,'\'existing paid\'','\'new car\'',6761,'\'no known savings\'','\'1<=X<4\'',2,'\'male single\'',none,4,car,68,none,rent,2,skilled,1,none,yes,bad
'\'no checking\'',24,'\'existing paid\'','\'new car\'',1249,'\'<100\'','\'<1\'',4,'\'male mar/wid\'',none,2,'\'real estate\'',28,none,own,1,skilled,1,none,yes,good
'\'<0\'',9,'\'existing paid\'',radio/tv,1364,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,4,'\'real estate\'',59,none,own,1,skilled,1,none,yes,good
'\'<0\'',12,'\'existing paid\'',radio/tv,709,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',57,stores,own,1,'\'unskilled resident\'',1,none,yes,bad
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'\'no checking\'',15,'\'critical/other existing credit\'',radio/tv,1471,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',35,none,'\'for free\'',2,skilled,1,yes,yes,good
'\'<0\'',18,'\'all paid\'','\'new car\'',1442,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,4,'\'no known property\'',32,none,'\'for free\'',2,'\'unskilled resident\'',2,none,yes,bad
'\'no checking\'',36,'\'delayed previously\'','\'new car\'',10875,'\'<100\'','\'>=7\'',2,'\'male single\'',none,2,car,45,none,own,2,skilled,2,yes,yes,good
'\'no checking\'',24,'\'existing paid\'','\'new car\'',1474,'\'100<=X<500\'','\'<1\'',4,'\'male mar/wid\'',none,3,'\'real estate\'',33,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',10,'\'existing paid\'',retraining,894,'\'no known savings\'','\'4<=X<7\'',4,'\'female div/dep/mar\'',none,3,'\'life insurance\'',40,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',15,'\'critical/other existing credit\'',furniture/equipment,3343,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'no known property\'',28,none,'\'for free\'',1,skilled,1,yes,yes,good
'\'<0\'',15,'\'existing paid\'','\'new car\'',3959,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,'\'life insurance\'',29,none,own,1,skilled,1,yes,yes,bad
'\'no checking\'',9,'\'existing paid\'','\'new car\'',3577,'\'100<=X<500\'','\'1<=X<4\'',1,'\'male single\'',guarantor,2,'\'real estate\'',26,none,rent,1,skilled,2,none,no,good
'\'no checking\'',24,'\'critical/other existing credit\'','\'used car\'',5804,'\'>=1000\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'real estate\'',27,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'delayed previously\'',business,2169,'\'<100\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,2,car,28,none,own,1,skilled,1,yes,yes,bad
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'\'no checking\'',27,'\'critical/other existing credit\'',furniture/equipment,4526,'\'>=1000\'','\'<1\'',4,'\'male single\'',none,2,'\'real estate\'',32,stores,own,2,'\'unskilled resident\'',2,yes,yes,good
'\'no checking\'',10,'\'existing paid\'',furniture/equipment,2210,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',25,bank,rent,1,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',15,'\'existing paid\'',furniture/equipment,2221,'\'500<=X<1000\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',none,4,car,20,none,rent,1,skilled,1,none,yes,good
'\'<0\'',18,'\'existing paid\'',radio/tv,2389,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,car,27,stores,own,1,skilled,1,none,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',furniture/equipment,3331,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,'\'life insurance\'',42,stores,own,1,skilled,1,none,yes,good
'\'no checking\'',36,'\'existing paid\'',business,7409,'\'no known savings\'','\'>=7\'',3,'\'male single\'',none,2,'\'life insurance\'',37,none,own,2,skilled,1,none,yes,good
'\'<0\'',12,'\'existing paid\'',furniture/equipment,652,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',24,none,rent,1,skilled,1,none,yes,good
'\'no checking\'',36,'\'delayed previously\'',furniture/equipment,7678,'\'500<=X<1000\'','\'4<=X<7\'',2,'\'female div/dep/mar\'',none,4,car,40,none,own,2,skilled,1,yes,yes,good
'\'>=200\'',6,'\'critical/other existing credit\'','\'new car\'',1343,'\'<100\'','\'>=7\'',1,'\'male single\'',none,4,'\'real estate\'',46,none,own,2,skilled,2,none,no,good
'\'<0\'',24,'\'critical/other existing credit\'',business,1382,'\'100<=X<500\'','\'4<=X<7\'',4,'\'male single\'',none,1,'\'real estate\'',26,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',15,'\'existing paid\'','\'domestic appliance\'',874,'\'no known savings\'','\'<1\'',4,'\'female div/dep/mar\'',none,1,'\'real estate\'',24,none,own,1,skilled,1,none,yes,good
'\'<0\'',12,'\'existing paid\'',furniture/equipment,3590,'\'<100\'','\'1<=X<4\'',2,'\'male single\'','\'co applicant\'',2,'\'life insurance\'',29,none,own,1,'\'unskilled resident\'',2,none,yes,good
'\'0<=X<200\'',11,'\'critical/other existing credit\'','\'new car\'',1322,'\'>=1000\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,car,40,none,own,2,skilled,1,none,yes,good
'\'<0\'',18,'\'all paid\'',radio/tv,1940,'\'<100\'','\'<1\'',3,'\'male single\'','\'co applicant\'',4,'\'no known property\'',36,bank,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',36,'\'existing paid\'',radio/tv,3595,'\'<100\'','\'>=7\'',4,'\'male single\'',none,2,car,28,none,own,1,skilled,1,none,yes,good
'\'<0\'',9,'\'existing paid\'','\'new car\'',1422,'\'<100\'','\'<1\'',3,'\'male single\'',none,2,'\'no known property\'',27,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',30,'\'critical/other existing credit\'',radio/tv,6742,'\'no known savings\'','\'4<=X<7\'',2,'\'male single\'',none,3,'\'life insurance\'',36,none,own,2,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'','\'used car\'',7814,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,3,car,38,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',24,'\'existing paid\'','\'used car\'',9277,'\'no known savings\'','\'1<=X<4\'',2,'\'male div/sep\'',none,4,'\'no known property\'',48,none,'\'for free\'',1,skilled,1,yes,yes,good
'\'0<=X<200\'',30,'\'critical/other existing credit\'','\'new car\'',2181,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,'\'real estate\'',36,none,own,2,skilled,1,none,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',radio/tv,1098,'\'<100\'',unemployed,4,'\'female div/dep/mar\'',none,4,car,65,none,own,2,'\'unemp/unskilled non res\'',1,none,yes,good
'\'0<=X<200\'',24,'\'existing paid\'',furniture/equipment,4057,'\'<100\'','\'4<=X<7\'',3,'\'male div/sep\'',none,3,car,43,none,own,1,skilled,1,yes,yes,bad
'\'<0\'',12,'\'existing paid\'',education,795,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',53,none,own,1,skilled,1,none,yes,bad
'\'0<=X<200\'',24,'\'critical/other existing credit\'',business,2825,'\'no known savings\'','\'4<=X<7\'',4,'\'male single\'',none,3,'\'no known property\'',34,none,own,2,skilled,2,yes,yes,good
'\'0<=X<200\'',48,'\'existing paid\'',business,15672,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,car,23,none,own,1,skilled,1,yes,yes,bad
'\'no checking\'',36,'\'critical/other existing credit\'','\'new car\'',6614,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,34,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',28,'\'all paid\'','\'used car\'',7824,'\'no known savings\'','\'<1\'',3,'\'male single\'',guarantor,4,'\'real estate\'',40,bank,rent,2,skilled,2,yes,yes,good
'\'<0\'',27,'\'critical/other existing credit\'',business,2442,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,43,stores,own,4,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'no checking\'',15,'\'critical/other existing credit\'',radio/tv,1829,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,46,none,own,2,skilled,1,yes,yes,good
'\'<0\'',12,'\'critical/other existing credit\'','\'new car\'',2171,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'life insurance\'',38,bank,own,2,'\'unskilled resident\'',1,none,no,good
'\'0<=X<200\'',36,'\'critical/other existing credit\'','\'used car\'',5800,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,4,car,34,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',18,'\'critical/other existing credit\'',radio/tv,1169,'\'no known savings\'','\'1<=X<4\'',4,'\'male single\'',none,3,'\'life insurance\'',29,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',36,'\'delayed previously\'','\'used car\'',8947,'\'no known savings\'','\'4<=X<7\'',3,'\'male single\'',none,2,car,31,stores,own,1,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'<0\'',21,'\'existing paid\'',radio/tv,2606,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',28,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',furniture/equipment,1592,'\'>=1000\'','\'4<=X<7\'',3,'\'female div/dep/mar\'',none,2,'\'life insurance\'',35,none,own,1,skilled,1,none,no,good
'\'no checking\'',15,'\'existing paid\'',furniture/equipment,2186,'\'no known savings\'','\'4<=X<7\'',1,'\'female div/dep/mar\'',none,4,'\'real estate\'',33,bank,rent,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',18,'\'existing paid\'',furniture/equipment,4153,'\'<100\'','\'1<=X<4\'',2,'\'male single\'','\'co applicant\'',3,car,42,none,own,1,skilled,1,none,yes,bad
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'\'no checking\'',20,'\'critical/other existing credit\'','\'new car\'',3485,'\'no known savings\'','\'<1\'',2,'\'male div/sep\'',none,4,'\'real estate\'',44,none,own,2,skilled,1,yes,yes,good
'\'no checking\'',36,'\'critical/other existing credit\'','\'used car\'',10477,'\'no known savings\'','\'>=7\'',2,'\'male single\'',none,4,'\'no known property\'',42,none,'\'for free\'',2,skilled,1,none,yes,good
'\'no checking\'',15,'\'existing paid\'',radio/tv,1386,'\'no known savings\'','\'1<=X<4\'',4,'\'male mar/wid\'',none,2,'\'real estate\'',40,none,rent,1,skilled,1,yes,yes,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,1278,'\'<100\'','\'>=7\'',4,'\'male single\'',none,1,'\'real estate\'',36,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',12,'\'existing paid\'',radio/tv,1107,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'real estate\'',20,none,rent,1,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
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'\'0<=X<200\'',36,'\'existing paid\'',education,3711,'\'no known savings\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,2,car,27,none,own,1,skilled,1,none,yes,good
'\'no checking\'',15,'\'delayed previously\'','\'used car\'',3594,'\'<100\'','\'<1\'',1,'\'female div/dep/mar\'',none,2,'\'life insurance\'',46,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',9,'\'existing paid\'','\'new car\'',3195,'\'no known savings\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,2,'\'real estate\'',33,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',36,'\'delayed previously\'',radio/tv,4454,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,4,'\'real estate\'',34,none,own,2,skilled,1,none,yes,good
'\'0<=X<200\'',24,'\'critical/other existing credit\'',furniture/equipment,4736,'\'<100\'','\'<1\'',2,'\'female div/dep/mar\'',none,4,car,25,bank,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'0<=X<200\'',30,'\'existing paid\'',radio/tv,2991,'\'no known savings\'','\'>=7\'',2,'\'female div/dep/mar\'',none,4,car,25,none,own,1,skilled,1,none,yes,good
'\'no checking\'',11,'\'existing paid\'',business,2142,'\'>=1000\'','\'>=7\'',1,'\'male div/sep\'',none,2,'\'real estate\'',28,none,own,1,skilled,1,yes,yes,good
'\'<0\'',24,'\'all paid\'',business,3161,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',31,none,rent,1,skilled,1,yes,yes,bad
'\'0<=X<200\'',48,'\'no credits/all paid\'',other,18424,'\'<100\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,2,'\'life insurance\'',32,bank,own,1,'\'high qualif/self emp/mgmt\'',1,yes,no,bad
'\'no checking\'',10,'\'existing paid\'','\'used car\'',2848,'\'100<=X<500\'','\'1<=X<4\'',1,'\'male single\'','\'co applicant\'',2,'\'real estate\'',32,none,own,1,skilled,2,none,yes,good
'\'<0\'',6,'\'existing paid\'','\'new car\'',14896,'\'<100\'','\'>=7\'',1,'\'male single\'',none,4,'\'no known property\'',68,bank,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
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'\'<0\'',24,'\'existing paid\'',furniture/equipment,3345,'\'<100\'','\'>=7\'',4,'\'male single\'',none,2,'\'life insurance\'',39,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'no checking\'',18,'\'critical/other existing credit\'',furniture/equipment,1817,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,'\'no known property\'',28,none,own,2,skilled,1,none,yes,good
'\'no checking\'',48,'\'delayed previously\'',radio/tv,12749,'\'500<=X<1000\'','\'4<=X<7\'',4,'\'male single\'',none,1,car,37,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',9,'\'existing paid\'',radio/tv,1366,'\'<100\'','\'<1\'',3,'\'female div/dep/mar\'',none,4,'\'life insurance\'',22,none,rent,1,skilled,1,none,yes,bad
'\'0<=X<200\'',12,'\'existing paid\'','\'new car\'',2002,'\'<100\'','\'4<=X<7\'',3,'\'male single\'',none,4,'\'life insurance\'',30,none,rent,1,skilled,2,yes,yes,good
'\'<0\'',24,'\'all paid\'',furniture/equipment,6872,'\'<100\'','\'<1\'',2,'\'male div/sep\'',none,1,'\'life insurance\'',55,bank,own,1,skilled,1,yes,yes,bad
'\'<0\'',12,'\'all paid\'','\'new car\'',697,'\'<100\'','\'<1\'',4,'\'male single\'',none,2,car,46,bank,own,2,skilled,1,yes,yes,bad
'\'<0\'',18,'\'critical/other existing credit\'',furniture/equipment,1049,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',21,none,rent,1,skilled,1,none,yes,good
'\'<0\'',48,'\'existing paid\'','\'used car\'',10297,'\'<100\'','\'4<=X<7\'',4,'\'male single\'',none,4,'\'no known property\'',39,stores,'\'for free\'',3,skilled,2,yes,yes,bad
'\'no checking\'',30,'\'existing paid\'',radio/tv,1867,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,4,car,58,none,own,1,skilled,1,yes,yes,good
'\'<0\'',12,'\'delayed previously\'','\'new car\'',1344,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'real estate\'',43,none,own,2,'\'unskilled resident\'',2,none,yes,good
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'\'0<=X<200\'',9,'\'existing paid\'',radio/tv,1670,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',none,2,car,22,none,own,1,skilled,1,yes,yes,bad
'\'no checking\'',9,'\'critical/other existing credit\'','\'new car\'',1224,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,1,'\'real estate\'',30,none,own,2,skilled,1,none,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',radio/tv,522,'\'500<=X<1000\'','\'>=7\'',4,'\'male single\'',none,4,'\'life insurance\'',42,none,own,2,skilled,2,yes,yes,good
'\'<0\'',12,'\'existing paid\'',radio/tv,1498,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,1,car,23,bank,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',30,'\'delayed previously\'',radio/tv,1919,'\'100<=X<500\'','\'<1\'',4,'\'male single\'',none,3,'\'no known property\'',30,stores,own,2,'\'high qualif/self emp/mgmt\'',1,none,yes,bad
'\'>=200\'',9,'\'existing paid\'',radio/tv,745,'\'<100\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,2,'\'real estate\'',28,none,own,1,'\'unskilled resident\'',1,none,yes,bad
'\'0<=X<200\'',6,'\'existing paid\'',radio/tv,2063,'\'<100\'','\'<1\'',4,'\'male mar/wid\'',none,3,car,30,none,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',60,'\'existing paid\'',education,6288,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',42,none,'\'for free\'',1,skilled,1,none,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'','\'used car\'',6842,'\'no known savings\'','\'1<=X<4\'',2,'\'male single\'',none,4,'\'life insurance\'',46,none,own,2,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'no checking\'',12,'\'existing paid\'','\'new car\'',3527,'\'no known savings\'','\'<1\'',2,'\'male single\'',none,3,'\'life insurance\'',45,none,own,1,'\'high qualif/self emp/mgmt\'',2,yes,yes,good
'\'no checking\'',10,'\'existing paid\'','\'new car\'',1546,'\'<100\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'real estate\'',31,none,own,1,'\'unskilled resident\'',2,none,no,good
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'\'no checking\'',4,'\'critical/other existing credit\'','\'new car\'',1455,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,1,'\'real estate\'',42,none,own,3,'\'unskilled resident\'',2,none,yes,good
'\'<0\'',15,'\'existing paid\'',furniture/equipment,1845,'\'<100\'','\'<1\'',4,'\'female div/dep/mar\'',guarantor,1,'\'life insurance\'',46,none,rent,1,skilled,1,none,yes,good
'\'0<=X<200\'',48,'\'no credits/all paid\'','\'new car\'',8358,'\'500<=X<1000\'','\'<1\'',1,'\'female div/dep/mar\'',none,1,car,30,none,own,2,skilled,1,none,yes,good
'\'<0\'',24,'\'all paid\'',furniture/equipment,3349,'\'500<=X<1000\'','\'<1\'',4,'\'male single\'',none,4,'\'no known property\'',30,none,'\'for free\'',1,skilled,2,yes,yes,bad
'\'no checking\'',12,'\'existing paid\'','\'new car\'',2859,'\'no known savings\'',unemployed,4,'\'male single\'',none,4,'\'no known property\'',38,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',18,'\'existing paid\'',furniture/equipment,1533,'\'<100\'','\'<1\'',4,'\'male mar/wid\'','\'co applicant\'',1,'\'life insurance\'',43,none,own,1,'\'unskilled resident\'',2,none,yes,bad
'\'no checking\'',24,'\'existing paid\'',radio/tv,3621,'\'100<=X<500\'','\'>=7\'',2,'\'male single\'',none,4,car,31,none,own,2,skilled,1,none,yes,bad
'\'0<=X<200\'',18,'\'critical/other existing credit\'',business,3590,'\'<100\'',unemployed,3,'\'male mar/wid\'',none,3,car,40,none,own,3,'\'unemp/unskilled non res\'',2,yes,yes,good
'\'<0\'',36,'\'delayed previously\'',business,2145,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,1,car,24,none,own,2,skilled,1,yes,yes,bad
'\'0<=X<200\'',24,'\'existing paid\'','\'used car\'',4113,'\'500<=X<1000\'','\'<1\'',3,'\'female div/dep/mar\'',none,4,car,28,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',36,'\'existing paid\'',furniture/equipment,10974,'\'<100\'',unemployed,4,'\'female div/dep/mar\'',none,2,car,26,none,own,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'<0\'',12,'\'existing paid\'','\'new car\'',1893,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',guarantor,4,'\'life insurance\'',29,none,own,1,skilled,1,yes,yes,good
'\'<0\'',24,'\'critical/other existing credit\'',radio/tv,1231,'\'>=1000\'','\'>=7\'',4,'\'female div/dep/mar\'',none,4,'\'life insurance\'',57,none,rent,2,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
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'\'0<=X<200\'',9,'\'critical/other existing credit\'',radio/tv,1154,'\'<100\'','\'>=7\'',2,'\'male single\'',none,4,'\'real estate\'',37,none,own,3,'\'unskilled resident\'',1,none,yes,good
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'\'0<=X<200\'',24,'\'existing paid\'',furniture/equipment,3069,'\'100<=X<500\'','\'>=7\'',4,'\'male single\'',none,4,'\'no known property\'',30,none,'\'for free\'',1,skilled,1,none,yes,good
'\'no checking\'',6,'\'critical/other existing credit\'',radio/tv,1740,'\'<100\'','\'>=7\'',2,'\'male mar/wid\'',none,2,'\'real estate\'',30,none,rent,2,skilled,1,none,yes,good
'\'0<=X<200\'',21,'\'delayed previously\'','\'new car\'',2353,'\'<100\'','\'1<=X<4\'',1,'\'male div/sep\'',none,4,'\'life insurance\'',47,none,own,2,skilled,1,none,yes,good
'\'no checking\'',15,'\'existing paid\'','\'new car\'',3556,'\'no known savings\'','\'1<=X<4\'',3,'\'male single\'',none,2,'\'no known property\'',29,none,own,1,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'',radio/tv,2397,'\'500<=X<1000\'','\'>=7\'',3,'\'male single\'',none,2,car,35,bank,own,2,skilled,1,yes,yes,bad
'\'0<=X<200\'',6,'\'existing paid\'',repairs,454,'\'<100\'','\'<1\'',3,'\'male mar/wid\'',none,1,'\'life insurance\'',22,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',30,'\'existing paid\'',radio/tv,1715,'\'no known savings\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,1,car,26,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',27,'\'critical/other existing credit\'',radio/tv,2520,'\'500<=X<1000\'','\'1<=X<4\'',4,'\'male single\'',none,2,'\'life insurance\'',23,none,own,2,'\'unskilled resident\'',1,none,yes,bad
'\'no checking\'',15,'\'existing paid\'',radio/tv,3568,'\'<100\'','\'>=7\'',4,'\'female div/dep/mar\'',none,2,car,54,bank,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',42,'\'existing paid\'',radio/tv,7166,'\'no known savings\'','\'4<=X<7\'',2,'\'male mar/wid\'',none,4,'\'life insurance\'',29,none,rent,1,skilled,1,yes,yes,good
'\'<0\'',11,'\'critical/other existing credit\'','\'new car\'',3939,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,2,'\'real estate\'',40,none,own,2,'\'unskilled resident\'',2,none,yes,good
'\'0<=X<200\'',15,'\'existing paid\'',repairs,1514,'\'100<=X<500\'','\'1<=X<4\'',4,'\'male single\'',guarantor,2,'\'real estate\'',22,none,own,1,skilled,1,none,yes,good
'\'no checking\'',24,'\'existing paid\'','\'new car\'',7393,'\'<100\'','\'1<=X<4\'',1,'\'male single\'',none,4,'\'life insurance\'',43,none,own,1,'\'unskilled resident\'',2,none,yes,good
'\'<0\'',24,'\'all paid\'','\'new car\'',1193,'\'<100\'',unemployed,1,'\'female div/dep/mar\'','\'co applicant\'',4,'\'no known property\'',29,none,rent,2,'\'unemp/unskilled non res\'',1,none,yes,bad
'\'<0\'',60,'\'existing paid\'',business,7297,'\'<100\'','\'>=7\'',4,'\'male single\'','\'co applicant\'',4,'\'no known property\'',36,none,rent,1,skilled,1,none,yes,bad
'\'no checking\'',30,'\'critical/other existing credit\'',radio/tv,2831,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,2,car,33,none,own,1,skilled,1,yes,yes,good
'\'>=200\'',24,'\'existing paid\'',radio/tv,1258,'\'500<=X<1000\'','\'1<=X<4\'',3,'\'female div/dep/mar\'',none,3,car,57,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'0<=X<200\'',6,'\'existing paid\'',radio/tv,753,'\'<100\'','\'1<=X<4\'',2,'\'female div/dep/mar\'',guarantor,3,'\'real estate\'',64,none,own,1,skilled,1,none,yes,good
'\'0<=X<200\'',18,'\'delayed previously\'',business,2427,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,2,'\'life insurance\'',42,none,own,2,skilled,1,none,yes,good
'\'no checking\'',24,'\'delayed previously\'','\'new car\'',2538,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,47,none,own,2,'\'unskilled resident\'',2,none,yes,bad
'\'0<=X<200\'',15,'\'all paid\'','\'new car\'',1264,'\'100<=X<500\'','\'1<=X<4\'',2,'\'male mar/wid\'',none,2,'\'life insurance\'',25,none,rent,1,skilled,1,none,yes,bad
'\'0<=X<200\'',30,'\'critical/other existing credit\'',furniture/equipment,8386,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,2,'\'life insurance\'',49,none,own,1,skilled,1,none,yes,bad
'\'no checking\'',48,'\'existing paid\'',business,4844,'\'<100\'',unemployed,3,'\'male single\'',none,2,car,33,bank,rent,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,bad
'\'>=200\'',21,'\'existing paid\'','\'new car\'',2923,'\'100<=X<500\'','\'1<=X<4\'',1,'\'female div/dep/mar\'',none,1,car,28,bank,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'<0\'',36,'\'existing paid\'','\'used car\'',8229,'\'<100\'','\'1<=X<4\'',2,'\'male single\'',none,2,'\'life insurance\'',26,none,own,1,skilled,2,none,yes,bad
'\'no checking\'',24,'\'critical/other existing credit\'',furniture/equipment,2028,'\'<100\'','\'4<=X<7\'',2,'\'male single\'',none,2,'\'life insurance\'',30,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',15,'\'critical/other existing credit\'',furniture/equipment,1433,'\'<100\'','\'1<=X<4\'',4,'\'female div/dep/mar\'',none,3,'\'life insurance\'',25,none,rent,2,skilled,1,none,yes,good
'\'>=200\'',42,'\'no credits/all paid\'',business,6289,'\'<100\'','\'<1\'',2,'\'male div/sep\'',none,1,'\'life insurance\'',33,none,own,2,skilled,1,none,yes,good
'\'no checking\'',13,'\'existing paid\'',radio/tv,1409,'\'100<=X<500\'',unemployed,2,'\'female div/dep/mar\'',none,4,'\'real estate\'',64,none,own,1,skilled,1,none,yes,good
'\'<0\'',24,'\'existing paid\'','\'used car\'',6579,'\'<100\'',unemployed,4,'\'male single\'',none,2,'\'no known property\'',29,none,'\'for free\'',1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'0<=X<200\'',24,'\'critical/other existing credit\'',radio/tv,1743,'\'<100\'','\'>=7\'',4,'\'male single\'',none,2,'\'life insurance\'',48,none,own,2,'\'unskilled resident\'',1,none,yes,good
'\'no checking\'',12,'\'critical/other existing credit\'',education,3565,'\'no known savings\'','\'<1\'',2,'\'male single\'',none,1,'\'life insurance\'',37,none,own,2,'\'unskilled resident\'',2,none,yes,good
'\'no checking\'',15,'\'all paid\'',radio/tv,1569,'\'100<=X<500\'','\'>=7\'',4,'\'male single\'',none,4,car,34,bank,own,1,'\'unskilled resident\'',2,none,yes,good
'\'<0\'',18,'\'existing paid\'',radio/tv,1936,'\'no known savings\'','\'4<=X<7\'',2,'\'male mar/wid\'',none,4,car,23,none,rent,2,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',36,'\'existing paid\'',furniture/equipment,3959,'\'<100\'',unemployed,4,'\'male single\'',none,3,'\'life insurance\'',30,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'','\'new car\'',2390,'\'no known savings\'','\'>=7\'',4,'\'male single\'',none,3,car,50,none,own,1,skilled,1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',furniture/equipment,1736,'\'<100\'','\'4<=X<7\'',3,'\'female div/dep/mar\'',none,4,'\'real estate\'',31,none,own,1,'\'unskilled resident\'',1,none,yes,good
'\'<0\'',30,'\'existing paid\'','\'used car\'',3857,'\'<100\'','\'1<=X<4\'',4,'\'male div/sep\'',none,4,'\'life insurance\'',40,none,own,1,'\'high qualif/self emp/mgmt\'',1,yes,yes,good
'\'no checking\'',12,'\'existing paid\'',radio/tv,804,'\'<100\'','\'>=7\'',4,'\'male single\'',none,4,car,38,none,own,1,skilled,1,none,yes,good
'\'<0\'',45,'\'existing paid\'',radio/tv,1845,'\'<100\'','\'1<=X<4\'',4,'\'male single\'',none,4,'\'no known property\'',23,none,'\'for free\'',1,skilled,1,yes,yes,bad
'\'0<=X<200\'',45,'\'critical/other existing credit\'','\'used car\'',4576,'\'100<=X<500\'',unemployed,3,'\'male single\'',none,4,car,27,none,own,1,skilled,1,none,yes,good