CheckingStatus,LoanDuration,CreditHistory,LoanPurpose,LoanAmount,ExistingSavings,EmploymentDuration,InstallmentPercent,Sex,OthersOnLoan,CurrentResidenceDuration,OwnsProperty,Age,InstallmentPlans,Housing,ExistingCreditsCount,Job,Dependents,Telephone,ForeignWorker,Risk
0_to_200,31,credits_paid_to_date,other,1889,100_to_500,less_1,3,female,none,3,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
less_0,18,credits_paid_to_date,car_new,462,less_100,1_to_4,2,female,none,2,savings_insurance,37,stores,own,2,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,furniture,250,less_100,1_to_4,2,male,none,3,real_estate,28,none,own,2,skilled,1,yes,no,No Risk
0_to_200,28,credits_paid_to_date,retraining,3693,less_100,greater_7,3,male,none,2,savings_insurance,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,28,prior_payments_delayed,education,6235,500_to_1000,greater_7,3,male,none,3,unknown,57,none,own,2,skilled,1,none,yes,Risk
no_checking,32,outstanding_credit,vacation,9604,500_to_1000,greater_7,6,male,co-applicant,5,unknown,57,none,free,2,skilled,2,yes,yes,Risk
no_checking,9,prior_payments_delayed,car_new,1032,100_to_500,4_to_7,3,male,none,4,savings_insurance,41,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,16,credits_paid_to_date,vacation,3109,less_100,4_to_7,3,female,none,1,car_other,36,none,own,2,skilled,1,none,yes,No Risk
0_to_200,11,credits_paid_to_date,car_new,4553,less_100,less_1,3,female,none,3,savings_insurance,22,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,35,outstanding_credit,appliances,7138,500_to_1000,greater_7,5,male,co-applicant,4,unknown,49,none,free,2,skilled,2,yes,yes,Risk
less_0,5,all_credits_paid_back,car_new,1523,less_100,unemployed,2,female,none,2,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,9,all_credits_paid_back,car_used,4302,less_100,1_to_4,3,male,none,1,car_other,34,none,free,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,furniture,3310,500_to_1000,greater_7,5,male,none,3,car_other,40,none,free,1,skilled,1,yes,yes,No Risk
0_to_200,29,credits_paid_to_date,furniture,3705,less_100,less_1,3,female,co-applicant,3,car_other,44,none,own,1,skilled,1,none,yes,No Risk
greater_200,4,all_credits_paid_back,car_new,2407,less_100,1_to_4,3,female,none,2,car_other,52,none,own,1,skilled,2,yes,yes,No Risk
no_checking,33,all_credits_paid_back,furniture,3810,100_to_500,less_1,2,female,co-applicant,4,savings_insurance,35,none,own,1,skilled,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,26,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,prior_payments_delayed,repairs,7150,500_to_1000,4_to_7,3,male,co-applicant,4,unknown,52,none,own,2,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,less_100,1_to_4,2,female,none,2,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,vacation,2317,less_100,less_1,2,female,none,2,savings_insurance,27,stores,own,2,skilled,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,furniture,250,500_to_1000,4_to_7,3,male,none,2,savings_insurance,24,none,own,2,skilled,2,yes,yes,No Risk
0_to_200,16,prior_payments_delayed,car_new,5551,100_to_500,1_to_4,3,male,none,3,car_other,34,none,rent,2,management_self-employed,1,none,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,6063,unknown,1_to_4,4,male,none,5,car_other,40,none,own,2,skilled,1,none,yes,No Risk
less_0,13,all_credits_paid_back,radio_tv,1045,100_to_500,less_1,2,female,none,1,real_estate,24,none,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,vacation,250,less_100,4_to_7,2,female,none,2,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,33,credits_paid_to_date,repairs,3946,less_100,4_to_7,2,female,none,2,car_other,33,stores,own,1,unskilled,1,none,yes,No Risk
less_0,23,prior_payments_delayed,car_used,250,greater_1000,1_to_4,2,male,none,3,real_estate,19,stores,rent,1,skilled,1,none,yes,No Risk
less_0,9,prior_payments_delayed,furniture,292,less_100,less_1,2,female,none,3,car_other,51,none,rent,1,skilled,1,none,yes,No Risk
no_checking,10,prior_payments_delayed,radio_tv,4312,100_to_500,less_1,3,female,none,3,car_other,38,none,own,1,skilled,2,yes,yes,No Risk
no_checking,25,outstanding_credit,radio_tv,6945,500_to_1000,1_to_4,4,male,none,4,unknown,46,none,own,1,management_self-employed,1,yes,yes,Risk
no_checking,20,prior_payments_delayed,appliances,2827,unknown,4_to_7,3,male,co-applicant,3,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,26,prior_payments_delayed,appliances,4391,500_to_1000,greater_7,4,male,none,3,car_other,39,stores,own,2,unskilled,2,yes,yes,Risk
less_0,21,prior_payments_delayed,car_used,319,100_to_500,greater_7,3,male,none,3,savings_insurance,32,none,rent,1,skilled,1,none,yes,Risk
0_to_200,28,credits_paid_to_date,furniture,3519,less_100,4_to_7,4,male,none,2,savings_insurance,39,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,7,credits_paid_to_date,car_new,250,less_100,less_1,1,female,none,2,real_estate,31,none,own,1,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,car_used,1420,100_to_500,4_to_7,2,male,none,3,car_other,35,stores,rent,1,skilled,1,none,yes,No Risk
greater_200,14,prior_payments_delayed,car_new,1683,100_to_500,1_to_4,3,male,co-applicant,4,savings_insurance,35,none,own,1,skilled,1,yes,yes,No Risk
no_checking,28,outstanding_credit,car_used,4904,500_to_1000,1_to_4,2,male,none,3,car_other,40,none,own,1,skilled,2,yes,yes,Risk
no_checking,28,prior_payments_delayed,repairs,3789,100_to_500,4_to_7,4,male,none,4,car_other,29,none,own,2,skilled,1,none,yes,Risk
no_checking,64,outstanding_credit,retraining,9918,unknown,4_to_7,6,male,co-applicant,5,unknown,49,none,free,2,skilled,2,yes,yes,Risk
0_to_200,6,all_credits_paid_back,car_used,3115,less_100,1_to_4,2,female,co-applicant,2,real_estate,27,none,own,1,skilled,1,none,yes,Risk
less_0,10,all_credits_paid_back,car_new,1400,less_100,less_1,1,female,none,1,car_other,28,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,7,all_credits_paid_back,car_new,250,less_100,less_1,2,male,none,1,real_estate,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,31,prior_payments_delayed,furniture,7685,100_to_500,4_to_7,4,male,none,4,unknown,51,none,free,2,skilled,1,yes,yes,Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,25,credits_paid_to_date,radio_tv,3818,greater_1000,1_to_4,2,male,none,4,savings_insurance,36,none,rent,2,skilled,1,none,yes,Risk
0_to_200,19,credits_paid_to_date,car_used,1897,100_to_500,unemployed,1,male,none,3,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
less_0,39,outstanding_credit,appliances,4131,100_to_500,1_to_4,4,male,none,4,unknown,29,bank,own,1,unskilled,1,yes,yes,No Risk
no_checking,35,outstanding_credit,repairs,3541,greater_1000,greater_7,5,male,none,4,car_other,45,none,own,1,skilled,1,yes,yes,Risk
less_0,17,credits_paid_to_date,repairs,3861,less_100,1_to_4,3,male,none,3,real_estate,25,none,own,1,skilled,1,none,yes,No Risk
no_checking,38,outstanding_credit,other,6086,unknown,greater_7,4,female,co-applicant,5,unknown,44,stores,rent,2,unskilled,2,yes,yes,Risk
no_checking,26,prior_payments_delayed,radio_tv,6402,100_to_500,4_to_7,4,female,none,4,unknown,52,none,free,2,skilled,1,yes,yes,No Risk
no_checking,8,no_credits,car_new,250,less_100,1_to_4,3,female,none,3,real_estate,46,none,own,2,management_self-employed,2,none,yes,No Risk
no_checking,30,outstanding_credit,appliances,7650,500_to_1000,1_to_4,4,male,none,4,unknown,59,none,free,2,management_self-employed,2,yes,yes,Risk
no_checking,28,outstanding_credit,appliances,5990,500_to_1000,greater_7,5,male,co-applicant,3,car_other,55,none,free,2,skilled,2,yes,yes,Risk
greater_200,22,all_credits_paid_back,car_used,3376,less_100,less_1,3,female,none,2,car_other,32,none,own,1,skilled,1,none,yes,No Risk
no_checking,39,credits_paid_to_date,vacation,6434,unknown,greater_7,5,male,none,4,car_other,39,none,own,2,skilled,2,yes,yes,Risk
0_to_200,20,credits_paid_to_date,furniture,2442,less_100,unemployed,3,female,none,1,real_estate,42,none,own,1,skilled,1,none,yes,No Risk
greater_200,4,all_credits_paid_back,education,4206,less_100,unemployed,1,female,none,3,savings_insurance,27,none,own,1,management_self-employed,1,none,yes,No Risk
greater_200,23,credits_paid_to_date,car_used,2963,greater_1000,greater_7,4,male,none,4,car_other,46,none,own,2,skilled,1,none,yes,Risk
no_checking,31,prior_payments_delayed,vacation,2673,500_to_1000,1_to_4,3,male,none,2,real_estate,35,stores,rent,1,skilled,2,none,yes,Risk
no_checking,37,prior_payments_delayed,other,6971,500_to_1000,1_to_4,3,male,none,3,savings_insurance,54,none,own,2,skilled,1,yes,yes,Risk
no_checking,14,all_credits_paid_back,car_new,1525,500_to_1000,4_to_7,3,male,none,4,real_estate,33,none,own,1,skilled,1,none,yes,No Risk
less_0,10,prior_payments_delayed,furniture,4037,less_100,4_to_7,3,male,none,3,savings_insurance,31,none,rent,1,skilled,1,none,yes,Risk
0_to_200,28,credits_paid_to_date,retraining,1152,less_100,less_1,2,female,none,2,savings_insurance,20,stores,own,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,car_new,1880,less_100,less_1,3,female,co-applicant,2,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
0_to_200,39,prior_payments_delayed,appliances,5685,100_to_500,1_to_4,4,female,none,2,unknown,37,none,own,2,skilled,1,yes,yes,Risk
no_checking,32,prior_payments_delayed,radio_tv,5105,500_to_1000,1_to_4,4,male,none,5,savings_insurance,44,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,38,prior_payments_delayed,appliances,4990,500_to_1000,greater_7,4,male,none,4,car_other,50,bank,own,2,unemployed,2,yes,yes,Risk
less_0,17,credits_paid_to_date,furniture,1017,less_100,less_1,2,female,none,1,car_other,30,none,own,1,skilled,1,none,yes,No Risk
less_0,33,all_credits_paid_back,car_new,3618,500_to_1000,4_to_7,2,male,none,3,unknown,31,stores,own,2,unskilled,1,none,yes,No Risk
less_0,12,no_credits,car_new,3037,less_100,less_1,1,female,none,2,car_other,31,stores,own,1,skilled,1,none,yes,No Risk
no_checking,23,prior_payments_delayed,furniture,1440,100_to_500,1_to_4,3,female,none,3,real_estate,39,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,18,prior_payments_delayed,retraining,4032,less_100,1_to_4,2,female,none,2,car_other,36,none,rent,1,skilled,1,none,yes,No Risk
no_checking,11,prior_payments_delayed,car_used,944,greater_1000,1_to_4,3,male,none,4,real_estate,35,none,own,1,management_self-employed,1,yes,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,5927,unknown,greater_7,4,male,co-applicant,3,savings_insurance,47,none,own,2,skilled,1,none,yes,Risk
no_checking,50,outstanding_credit,other,4694,unknown,greater_7,4,male,none,4,unknown,37,none,own,1,skilled,2,yes,yes,Risk
no_checking,32,prior_payments_delayed,radio_tv,10584,100_to_500,1_to_4,3,male,co-applicant,3,unknown,46,stores,own,2,unskilled,2,yes,yes,No Risk
no_checking,41,prior_payments_delayed,furniture,8900,500_to_1000,4_to_7,4,male,co-applicant,3,car_other,26,none,free,2,skilled,1,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_used,1144,100_to_500,less_1,2,female,none,2,real_estate,33,none,rent,1,skilled,1,none,yes,No Risk
no_checking,14,outstanding_credit,appliances,1680,100_to_500,greater_7,4,male,none,3,car_other,47,none,own,1,management_self-employed,1,none,yes,No Risk
0_to_200,23,credits_paid_to_date,retraining,3387,less_100,less_1,3,female,none,3,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,14,credits_paid_to_date,furniture,1269,500_to_1000,greater_7,2,male,none,2,savings_insurance,39,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,prior_payments_delayed,appliances,9570,100_to_500,4_to_7,4,male,co-applicant,3,car_other,53,none,free,2,skilled,1,yes,yes,No Risk
less_0,16,credits_paid_to_date,car_new,1428,less_100,4_to_7,1,male,none,1,car_other,20,bank,rent,1,unemployed,1,yes,yes,No Risk
no_checking,24,outstanding_credit,car_used,4620,greater_1000,1_to_4,3,male,none,4,savings_insurance,40,none,own,2,skilled,1,yes,yes,No Risk
no_checking,34,prior_payments_delayed,furniture,2196,500_to_1000,greater_7,3,male,none,4,savings_insurance,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,car_used,8708,100_to_500,1_to_4,4,male,none,5,car_other,43,none,free,2,management_self-employed,1,none,yes,No Risk
no_checking,37,outstanding_credit,radio_tv,10550,unknown,greater_7,5,male,co-applicant,4,unknown,48,stores,own,2,unemployed,2,yes,yes,Risk
no_checking,27,prior_payments_delayed,radio_tv,4981,500_to_1000,4_to_7,4,male,none,4,savings_insurance,47,none,own,2,management_self-employed,2,yes,yes,No Risk
less_0,13,all_credits_paid_back,car_new,2436,less_100,less_1,2,female,none,1,savings_insurance,19,stores,own,1,skilled,1,none,yes,No Risk
greater_200,25,outstanding_credit,appliances,4136,100_to_500,4_to_7,3,male,none,2,car_other,46,bank,own,1,unemployed,1,yes,yes,No Risk
no_checking,15,credits_paid_to_date,retraining,4014,less_100,1_to_4,4,male,co-applicant,4,savings_insurance,33,none,own,1,skilled,1,yes,yes,Risk
no_checking,28,prior_payments_delayed,appliances,5440,100_to_500,4_to_7,3,male,none,2,unknown,40,none,own,2,skilled,1,yes,yes,Risk
less_0,13,prior_payments_delayed,appliances,250,500_to_1000,4_to_7,2,male,none,3,car_other,28,stores,own,1,skilled,1,none,yes,No Risk
less_0,19,credits_paid_to_date,furniture,2111,less_100,4_to_7,3,male,none,2,savings_insurance,34,bank,own,1,unemployed,2,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,6455,100_to_500,4_to_7,3,male,none,4,car_other,43,none,own,1,skilled,1,none,yes,Risk
less_0,17,credits_paid_to_date,car_used,250,less_100,4_to_7,3,female,none,2,real_estate,40,none,free,2,skilled,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,radio_tv,4521,100_to_500,less_1,4,male,none,4,savings_insurance,28,none,own,1,management_self-employed,2,yes,yes,No Risk
no_checking,37,prior_payments_delayed,other,7945,500_to_1000,1_to_4,4,male,none,4,savings_insurance,39,none,own,2,management_self-employed,1,none,yes,No Risk
less_0,6,all_credits_paid_back,car_used,250,less_100,1_to_4,2,male,none,2,savings_insurance,28,stores,rent,1,skilled,1,none,yes,Risk
less_0,14,all_credits_paid_back,appliances,1431,less_100,unemployed,1,female,none,1,car_other,25,stores,own,1,skilled,1,none,yes,Risk
greater_200,5,credits_paid_to_date,car_used,250,less_100,4_to_7,3,male,none,2,savings_insurance,42,none,rent,1,skilled,1,none,yes,No Risk
less_0,11,all_credits_paid_back,furniture,2016,less_100,less_1,1,female,none,1,car_other,34,bank,own,1,unemployed,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,unemployed,1,female,none,1,real_estate,29,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,1923,100_to_500,less_1,3,female,none,2,car_other,46,none,rent,1,skilled,2,none,yes,Risk
less_0,5,prior_payments_delayed,car_used,2528,less_100,1_to_4,2,male,none,2,real_estate,23,none,rent,1,skilled,1,none,yes,No Risk
greater_200,29,prior_payments_delayed,vacation,7083,500_to_1000,4_to_7,4,male,none,4,unknown,49,none,own,2,skilled,2,yes,yes,Risk
no_checking,43,prior_payments_delayed,repairs,8886,greater_1000,greater_7,5,male,co-applicant,4,car_other,35,none,free,2,skilled,1,yes,yes,No Risk
no_checking,24,prior_payments_delayed,radio_tv,4393,100_to_500,less_1,3,female,none,3,real_estate,41,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,32,outstanding_credit,appliances,8032,500_to_1000,1_to_4,3,male,none,3,unknown,41,none,own,1,skilled,1,none,yes,No Risk
less_0,20,credits_paid_to_date,car_used,6201,500_to_1000,4_to_7,4,male,guarantor,4,unknown,40,stores,own,2,unskilled,1,yes,yes,No Risk
0_to_200,28,prior_payments_delayed,car_used,3952,greater_1000,greater_7,4,male,none,4,savings_insurance,36,none,own,2,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,car_used,2122,less_100,1_to_4,2,male,none,3,car_other,32,none,own,2,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,appliances,5220,500_to_1000,greater_7,4,male,co-applicant,3,car_other,52,none,free,2,skilled,1,yes,yes,Risk
less_0,13,credits_paid_to_date,furniture,1276,500_to_1000,1_to_4,3,male,none,1,real_estate,23,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,furniture,1074,less_100,4_to_7,3,male,none,2,savings_insurance,35,none,rent,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,radio_tv,250,less_100,unemployed,2,male,none,1,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,vacation,2691,less_100,1_to_4,3,female,none,2,car_other,36,none,free,1,skilled,1,none,yes,No Risk
greater_200,10,credits_paid_to_date,furniture,1668,less_100,less_1,2,female,none,2,real_estate,20,none,own,1,skilled,1,none,yes,No Risk
0_to_200,29,credits_paid_to_date,radio_tv,5536,less_100,4_to_7,3,female,none,3,unknown,52,stores,own,2,skilled,1,yes,yes,No Risk
0_to_200,20,credits_paid_to_date,car_used,3713,less_100,less_1,3,male,none,2,real_estate,29,none,rent,1,skilled,1,none,yes,No Risk
no_checking,32,outstanding_credit,repairs,6331,unknown,greater_7,5,male,co-applicant,4,car_other,48,none,free,2,management_self-employed,2,yes,yes,Risk
less_0,7,credits_paid_to_date,vacation,250,less_100,4_to_7,3,female,none,3,real_estate,19,none,own,1,skilled,1,none,yes,No Risk
less_0,33,credits_paid_to_date,business,2398,less_100,less_1,3,male,none,3,savings_insurance,22,none,own,1,skilled,1,none,yes,No Risk
no_checking,37,prior_payments_delayed,other,5843,unknown,greater_7,5,male,none,3,savings_insurance,49,none,own,3,skilled,2,yes,yes,Risk
less_0,14,all_credits_paid_back,furniture,250,less_100,less_1,2,male,none,1,real_estate,30,none,own,2,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,7587,500_to_1000,1_to_4,4,male,none,4,car_other,38,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,radio_tv,2453,less_100,4_to_7,3,male,none,2,car_other,39,none,own,2,skilled,1,none,yes,No Risk
0_to_200,4,prior_payments_delayed,car_used,357,less_100,less_1,2,female,none,2,savings_insurance,34,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,18,prior_payments_delayed,retraining,7506,500_to_1000,1_to_4,3,male,none,3,unknown,46,none,free,3,skilled,1,yes,yes,Risk
less_0,14,prior_payments_delayed,furniture,1697,less_100,1_to_4,3,female,none,3,car_other,19,none,own,1,skilled,1,none,yes,No Risk
0_to_200,14,credits_paid_to_date,car_new,1939,500_to_1000,1_to_4,2,male,co-applicant,4,car_other,36,none,free,1,skilled,1,yes,yes,Risk
less_0,4,all_credits_paid_back,car_new,2783,less_100,less_1,2,female,none,1,savings_insurance,31,none,own,1,skilled,1,none,yes,No Risk
no_checking,35,outstanding_credit,appliances,6996,unknown,greater_7,5,male,co-applicant,4,unknown,52,stores,own,2,unskilled,2,yes,yes,Risk
no_checking,23,prior_payments_delayed,furniture,3786,greater_1000,4_to_7,4,male,guarantor,5,car_other,38,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,23,prior_payments_delayed,retraining,2964,less_100,less_1,2,male,none,3,real_estate,32,none,own,1,skilled,1,yes,yes,No Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,unemployed,2,female,none,2,savings_insurance,27,bank,rent,1,unemployed,2,yes,yes,No Risk
no_checking,25,outstanding_credit,education,5614,500_to_1000,1_to_4,4,male,none,3,car_other,45,none,own,1,management_self-employed,1,none,yes,No Risk
less_0,4,all_credits_paid_back,vacation,2064,less_100,1_to_4,2,female,none,1,savings_insurance,19,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,35,prior_payments_delayed,furniture,5222,unknown,greater_7,4,male,guarantor,3,savings_insurance,53,none,free,2,skilled,2,yes,yes,No Risk
no_checking,25,credits_paid_to_date,car_used,2056,500_to_1000,4_to_7,3,male,none,4,real_estate,30,stores,own,2,skilled,1,none,yes,No Risk
less_0,14,all_credits_paid_back,car_used,250,less_100,1_to_4,1,female,none,2,car_other,33,stores,rent,1,unskilled,1,none,yes,No Risk
no_checking,8,credits_paid_to_date,vacation,4448,less_100,4_to_7,2,male,none,3,car_other,40,none,own,1,management_self-employed,1,yes,yes,Risk
0_to_200,24,outstanding_credit,radio_tv,3091,500_to_1000,less_1,2,male,none,3,savings_insurance,37,bank,rent,2,unskilled,2,yes,yes,No Risk
0_to_200,11,credits_paid_to_date,vacation,3605,less_100,1_to_4,3,female,none,2,savings_insurance,19,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,14,prior_payments_delayed,car_new,2609,less_100,4_to_7,4,male,none,2,savings_insurance,33,bank,rent,1,unskilled,1,yes,yes,No Risk
no_checking,8,credits_paid_to_date,furniture,463,greater_1000,4_to_7,3,male,none,4,savings_insurance,42,none,own,2,skilled,1,yes,yes,No Risk
greater_200,35,all_credits_paid_back,car_used,5208,less_100,4_to_7,3,male,none,2,savings_insurance,31,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,1524,less_100,less_1,1,female,none,1,savings_insurance,36,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,22,credits_paid_to_date,radio_tv,2783,less_100,less_1,3,male,none,2,savings_insurance,28,none,own,1,skilled,1,none,yes,No Risk
no_checking,16,credits_paid_to_date,repairs,6907,less_100,less_1,4,female,none,3,car_other,34,none,own,1,management_self-employed,1,yes,yes,No Risk
less_0,16,all_credits_paid_back,car_new,250,100_to_500,less_1,1,male,none,1,savings_insurance,20,none,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,furniture,250,less_100,4_to_7,2,male,none,1,savings_insurance,27,stores,own,1,skilled,1,none,yes,No Risk
no_checking,41,outstanding_credit,retraining,6674,500_to_1000,4_to_7,5,male,none,5,savings_insurance,44,stores,free,2,unskilled,1,yes,yes,Risk
0_to_200,26,credits_paid_to_date,radio_tv,250,less_100,4_to_7,2,male,none,2,real_estate,22,stores,own,1,skilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,car_new,1149,less_100,1_to_4,3,male,none,2,savings_insurance,45,none,own,2,skilled,1,yes,yes,Risk
no_checking,25,prior_payments_delayed,repairs,4183,100_to_500,1_to_4,4,female,none,2,car_other,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,40,outstanding_credit,retraining,7846,greater_1000,greater_7,4,male,guarantor,4,unknown,56,none,free,2,skilled,1,yes,yes,Risk
no_checking,13,all_credits_paid_back,furniture,778,less_100,4_to_7,2,male,none,2,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
no_checking,50,outstanding_credit,appliances,7443,unknown,greater_7,4,male,co-applicant,4,unknown,56,bank,own,3,unemployed,2,yes,yes,Risk
0_to_200,25,outstanding_credit,furniture,1244,100_to_500,1_to_4,2,female,none,3,savings_insurance,40,stores,free,2,skilled,1,yes,yes,No Risk
0_to_200,25,all_credits_paid_back,radio_tv,2429,500_to_1000,1_to_4,3,male,none,3,savings_insurance,29,none,own,1,skilled,1,none,yes,No Risk
less_0,4,all_credits_paid_back,car_new,250,less_100,unemployed,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,25,outstanding_credit,furniture,5371,500_to_1000,greater_7,4,male,none,4,unknown,45,none,free,2,skilled,2,yes,yes,Risk
no_checking,31,prior_payments_delayed,appliances,3453,500_to_1000,less_1,3,female,co-applicant,3,savings_insurance,27,none,own,1,skilled,1,yes,yes,Risk
no_checking,35,prior_payments_delayed,repairs,5601,unknown,4_to_7,4,male,none,5,car_other,42,none,rent,2,skilled,1,yes,yes,No Risk
0_to_200,4,prior_payments_delayed,car_new,250,less_100,1_to_4,2,male,none,2,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,19,credits_paid_to_date,retraining,5368,less_100,4_to_7,3,female,none,1,unknown,42,none,own,1,skilled,2,none,yes,No Risk
less_0,4,no_credits,car_new,250,less_100,unemployed,1,male,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
no_checking,48,outstanding_credit,other,7083,500_to_1000,greater_7,5,male,co-applicant,4,unknown,53,none,free,2,skilled,2,yes,yes,Risk
0_to_200,18,credits_paid_to_date,car_new,250,less_100,unemployed,2,female,none,2,real_estate,24,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,outstanding_credit,furniture,6221,unknown,4_to_7,4,male,co-applicant,5,car_other,54,none,free,3,management_self-employed,2,yes,yes,Risk
0_to_200,13,credits_paid_to_date,car_new,2719,500_to_1000,1_to_4,3,male,none,2,savings_insurance,38,none,own,2,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,car_new,4188,greater_1000,greater_7,4,male,none,3,unknown,43,none,own,2,skilled,1,none,yes,No Risk
0_to_200,5,no_credits,car_new,4855,less_100,unemployed,1,female,none,3,car_other,25,none,own,1,skilled,1,none,yes,No Risk
0_to_200,21,prior_payments_delayed,retraining,5308,greater_1000,greater_7,3,male,none,3,unknown,40,none,own,2,skilled,1,none,yes,No Risk
0_to_200,6,prior_payments_delayed,car_new,3452,less_100,4_to_7,3,male,co-applicant,4,car_other,48,none,own,1,skilled,1,none,yes,Risk
no_checking,29,prior_payments_delayed,radio_tv,10213,500_to_1000,less_1,3,male,none,4,car_other,38,none,own,2,management_self-employed,1,none,yes,No Risk
0_to_200,26,all_credits_paid_back,furniture,3416,less_100,1_to_4,3,male,none,1,savings_insurance,19,stores,own,1,unskilled,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,radio_tv,3910,less_100,less_1,3,male,none,3,car_other,36,stores,own,2,unskilled,1,none,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,less_100,1_to_4,2,female,none,2,real_estate,22,none,own,1,skilled,1,none,yes,No Risk
no_checking,46,outstanding_credit,other,8464,500_to_1000,4_to_7,5,male,none,4,car_other,47,none,free,2,management_self-employed,1,none,yes,Risk
greater_200,8,credits_paid_to_date,vacation,2674,less_100,less_1,3,female,none,2,savings_insurance,21,none,own,2,management_self-employed,1,none,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,5893,100_to_500,greater_7,5,female,none,4,car_other,46,none,free,2,skilled,1,none,yes,No Risk
greater_200,24,credits_paid_to_date,radio_tv,5600,less_100,less_1,4,male,none,3,car_other,38,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,21,credits_paid_to_date,car_new,2442,less_100,4_to_7,3,male,none,4,real_estate,47,none,own,1,management_self-employed,1,none,yes,No Risk
no_checking,11,credits_paid_to_date,furniture,2187,less_100,1_to_4,3,female,none,2,real_estate,33,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,36,outstanding_credit,appliances,5495,unknown,greater_7,5,male,none,3,unknown,49,none,own,2,skilled,2,yes,yes,Risk
no_checking,8,prior_payments_delayed,radio_tv,2254,100_to_500,greater_7,4,male,none,4,savings_insurance,43,none,own,1,management_self-employed,1,none,yes,Risk
less_0,8,prior_payments_delayed,furniture,1832,less_100,4_to_7,3,male,none,3,real_estate,31,none,rent,1,skilled,1,none,yes,No Risk
no_checking,27,outstanding_credit,radio_tv,2996,unknown,4_to_7,4,male,none,3,savings_insurance,36,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,15,credits_paid_to_date,furniture,3322,100_to_500,4_to_7,3,female,none,2,car_other,34,none,own,2,skilled,1,yes,yes,No Risk
no_checking,9,credits_paid_to_date,car_new,1884,less_100,less_1,2,female,none,3,savings_insurance,27,stores,own,1,unskilled,1,yes,yes,No Risk
less_0,10,all_credits_paid_back,car_new,250,less_100,less_1,1,female,none,2,real_estate,19,none,rent,1,skilled,1,none,yes,No Risk
greater_200,33,prior_payments_delayed,furniture,1231,100_to_500,1_to_4,3,male,none,2,savings_insurance,41,none,own,1,skilled,1,none,yes,No Risk
no_checking,25,prior_payments_delayed,business,6453,greater_1000,greater_7,4,male,none,3,car_other,48,none,own,2,skilled,1,none,yes,Risk
no_checking,27,prior_payments_delayed,furniture,7158,100_to_500,greater_7,5,male,none,3,car_other,37,stores,own,2,unskilled,1,none,yes,No Risk
0_to_200,31,outstanding_credit,furniture,5702,100_to_500,greater_7,3,male,none,4,unknown,47,none,own,2,skilled,1,yes,yes,Risk
0_to_200,14,credits_paid_to_date,car_new,2886,100_to_500,unemployed,1,male,none,1,savings_insurance,29,stores,own,1,skilled,1,none,yes,No Risk
less_0,15,prior_payments_delayed,furniture,2746,500_to_1000,greater_7,3,male,none,1,car_other,41,stores,own,2,skilled,1,none,yes,No Risk
no_checking,9,prior_payments_delayed,radio_tv,3533,greater_1000,greater_7,3,male,none,4,car_other,38,none,own,1,skilled,1,none,yes,No Risk
0_to_200,17,prior_payments_delayed,furniture,2292,100_to_500,1_to_4,3,male,none,3,car_other,36,none,own,2,management_self-employed,1,none,yes,Risk
0_to_200,4,all_credits_paid_back,car_new,250,100_to_500,less_1,2,female,none,3,real_estate,26,bank,rent,1,unskilled,1,none,yes,No Risk
0_to_200,16,prior_payments_delayed,radio_tv,2208,less_100,greater_7,4,female,none,3,car_other,43,none,free,2,skilled,1,yes,yes,No Risk
less_0,4,credits_paid_to_date,car_new,250,100_to_500,less_1,1,female,none,2,savings_insurance,21,none,rent,1,skilled,1,none,yes,No Risk
less_0,15,credits_paid_to_date,car_new,3012,less_100,1_to_4,2,male,none,1,real_estate,27,none,own,1,skilled,1,none,yes,No Risk
no_checking,8,prior_payments_delayed,furniture,1073,unknown,4_to_7,3,male,none,3,car_other,46,none,own,1,skilled,1,yes,yes,No Risk
no_checking,27,prior_payments_delayed,appliances,4164,100_to_500,4_to_7,3,female,none,4,savings_insurance,54,none,own,1,skilled,1,none,yes,No Risk
no_checking,29,outstanding_credit,repairs,4794,500_to_1000,4_to_7,4,male,none,3,unknown,30,none,own,1,skilled,1,yes,yes,No Risk
0_to_200,14,credits_paid_to_date,vacation,2511,100_to_500,1_to_4,2,female,none,1,real_estate,29,none,own,1,skilled,1,none,yes,No Risk
0_to_200,20,prior_payments_delayed,radio_tv,3424,greater_1000,1_to_4,2,male,none,3,unknown,27,none,own,1,skilled,1,yes,yes,No Risk
no_checking,44,outstanding_credit,appliances,7532,greater_1000,greater_7,4,male,co-applicant,3,unknown,47,none,own,2,skilled,1,none,yes,Risk
no_checking,41,credits_paid_to_date,appliances,2901,100_to_500,4_to_7,4,female,none,3,savings_insurance,36,none,own,1,skilled,1,none,yes,No Risk
no_checking,36,outstanding_credit,repairs,5673,unknown,greater_7,5,male,none,4,unknown,48,none,own,2,skilled,1,none,yes,Risk
greater_200,17,credits_paid_to_date,car_new,250,greater_1000,less_1,1,male,co-applicant,2,real_estate,40,none,own,1,skilled,1,yes,yes,No Risk
less_0,14,all_credits_paid_back,car_used,1543,less_100,less_1,2,female,none,2,real_estate,21,none,rent,1,skilled,1,none,yes,No Risk
0_to_200,4,all_credits_paid_back,car_used,1008,less_100,unemployed,2,female,none,3,real_estate,19,none,rent,1,management_self-employed,1,none,yes,No Risk
less_0,11,prior_payments_delayed,furniture,1546,500_to_1000,4_to_7,3,male,none,3,savings_insurance,28,none,own,2,skilled,1,yes,yes,Risk
no_checking,10,credits_paid_to_date,car_used,5056,less_100,4_to_7,3,male,none,3,savings_insurance,47,none,own,3,skilled,1,yes,yes,Risk
no_checking,28,outstanding_credit,car_used,4926,500_to_1000,1_to_4,3,male,none,3,savings_insurance,38,none,own,2,skilled,2,yes,no,Risk
0_to_200,44,prior_payments_delayed,appliances,5045,unknown,greater_7,4,male,guarantor,4,unknown,36,stores,free,2,unskilled,1,yes,yes,No Risk
no_checking,26,prior_payments_delayed,education,5740,100_to_500,4_to_7,4,male,none,4,car_other,43,none,own,2,management_self-employed,1,yes,yes,Risk
no_checking,36,prior_payments_delayed,other,3114,unknown,4_to_7,3,male,none,4,savings_insurance,27,bank,own,1,unemployed,1,none,yes,No Risk
less_0,26,credits_paid_to_date,car_used,3243,less_100,1_to_4,3,male,none,3,car_other,36,none,own,1,skilled,1,none,yes,Risk
less_0,8,all_credits_paid_back,car_used,250,100_to_500,unemployed,1,female,none,2,real_estate,20,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,15,prior_payments_delayed,vacation,5913,less_100,1_to_4,4,male,none,2,unknown,40,none,own,2,management_self-employed,1,none,yes,Risk
no_checking,29,outstanding_credit,appliances,6238,500_to_1000,4_to_7,3,male,none,3,car_other,41,none,own,1,skilled,1,none,yes,Risk
less_0,11,all_credits_paid_back,car_new,250,less_100,unemployed,1,male,none,1,real_estate,26,bank,rent,1,unskilled,1,none,yes,No Risk
less_0,16,prior_payments_delayed,appliances,250,less_100,4_to_7,1,male,none,2,savings_insurance,22,stores,own,1,unskilled,1,none,yes,Risk
less_0,13,all_credits_paid_back,car_new,393,less_100,4_to_7,3,male,none,2,real_estate,28,none,own,1,skilled,1,none,yes,No Risk
less_0,7,all_credits_paid_back,car_used,250,less_100,less_1,2,female,none,1,real_estate,19,stores,own,1,skilled,1,none,yes,No Risk
no_checking,29,prior_payments_delayed,car_used,8862,unknown,greater_7,5,male,co-applicant,5,unknown,53,none,free,3,skilled,2,yes,yes,Risk
less_0,12,all_credits_paid_back,furniture,250,less_100,1_to_4,1,female,none,1,real_estate,25,stores,rent,1,skilled,1,none,yes,No Risk
0_to_200,16,credits_paid_to_date,furniture,3881,less_100,less_1,2,female,co-applicant,3,savings_insurance,43,none,own,1,skilled,1,yes,yes,Risk
0_to_200,4,all_credits_paid_back,car_used,250,less_100,1_to_4,2,female,none,1,savings_insurance,22,none,rent,1,skilled,1,none,yes,No Risk
less_0,10,credits_paid_to_date,car_used,652,less_100,4_to_7,2,male,none,1,savings_insurance,33,stores,own,1,skilled,1,none,yes,No Risk
0_to_200,32,credits_paid_to_date,car_used,2703,100_to_500,4_to_7,4,male,none,4,car_other,31,bank,own,1,unemployed,1,yes,yes,No Risk
less_0,13,all_credits_paid_back,car_used,1820,100_to_500,unemployed,2,female,none,3,car_other,28,none,rent,2,skilled,2,none,yes,No Risk
no_checking,25,prior_payments_delayed,radio_tv,1668,100_to_500,4_to_7,3,female,none,4,savings_insurance,49,none,free,1,skilled,1,yes,yes,Risk
no_checking,40,prior_payments_delayed,appliances,7301,greater_1000,greater_7,5,male,co-applicant,4,savings_insurance,48,none,free,3,skilled,2,yes,yes,Risk
no_checking,41,outstanding_credit,repairs,3423,unknown,greater_7,5,male,none,5,savings_insurance,56,none,free,2,skilled,1,yes,yes,Risk
no_checking,30,prior_payments_delayed,appliances,6703,unknown,greater_7,4,male,none,3,car_other,54,none,own,2,skilled,1,yes,yes,No Risk
0_to_200,22,credits_paid_to_date,repairs,812,less_100,4_to_7,3,male,none,2,savings_insurance,19,bank,rent,1,unemployed,1,none,yes,No Risk
0_to_200,13,prior_payments_delayed,furniture,2735,500_to_1000,4_to_7,2,female,none,3,savings_insurance,45,stores,rent,2,skilled,1,none,yes,Risk
less_0,28,credits_paid_to_date,radio_tv,530,less_100,1_to_4,2,male,none,2,real_estate,32,stores,own,1,skilled,1,none,yes,No Risk
less_0,17,credits_paid_to_date,retraining,2119,less_100,1_to_4,3,female,none,2,savings_insurance,23,bank,rent,1,unskilled,1,none,yes,No Risk
no_checking,26,outstanding_credit,furniture,3573,greater_1000,greater_7,5,male,none,5,car_other,39,none,own,2,skilled,1,none,yes,Risk