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?? credit-g.arff

?? 是UCI數據庫中的一些有代表性的數據集
?? ARFF
?? 第 1 頁 / 共 5 頁
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'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

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