;% Description of the German credit dataset. ;% ;% 1. Title: German Credit data ;% ;% 2. Source Information ;% ;% Professor Dr. Hans Hofmann ;% Institut f"ur Statistik und "Okonometrie ;% Universit"at Hamburg ;% FB Wirtschaftswissenschaften ;% Von-Melle-Park 5 ;% 2000 Hamburg 13 ;% ;% 3. Number of Instances: 1000 ;% ;% Two datasets are provided. the original dataset, in the form provided ;% by Prof. Hofmann, contains categorical/symbolic attributes and ;% is in the file "german.data". ;% ;% For algorithms that need numerical attributes, Strathclyde University ;% produced the file "german.data-numeric". This file has been edited ;% and several indicator variables added to make it suitable for ;% algorithms which cannot cope with categorical variables. Several ;% attributes that are ordered categorical (such as attribute 17) have ;% been coded as integer. This was the form used by StatLog. ;% ;% ;% 6. Number of Attributes german: 20 (7 numerical, 13 categorical) ;% Number of Attributes german.numer: 24 (24 numerical) ;% ;% ;% 7. Attribute description for german ;% ;% Attribute 1: (qualitative) ;% Status of existing checking account ;% A11 : ... < 0 DM ;% A12 : 0 <= ... < 200 DM ;% A13 : ... >= 200 DM / ;% salary assignments for at least 1 year ;% A14 : no checking account ;% ;% Attribute 2: (numerical) ;% Duration in month ;% ;% Attribute 3: (qualitative) ;% Credit history ;% A30 : no credits taken/ ;% all credits paid back duly ;% A31 : all credits at this bank paid back duly ;% A32 : existing credits paid back duly till now ;% A33 : delay in paying off in the past ;% A34 : critical account/ ;% other credits existing (not at this bank) ;% ;% Attribute 4: (qualitative) ;% Purpose ;% A40 : car (new) ;% A41 : car (used) ;% A42 : furniture/equipment ;% A43 : radio/television ;% A44 : domestic appliances ;% A45 : repairs ;% A46 : education ;% A47 : (vacation - does not exist?) ;% A48 : retraining ;% A49 : business ;% A410 : others ;% ;% Attribute 5: (numerical) ;% Credit amount ;% ;% Attibute 6: (qualitative) ;% Savings account/bonds ;% A61 : ... < 100 DM ;% A62 : 100 <= ... < 500 DM ;% A63 : 500 <= ... < 1000 DM ;% A64 : .. >= 1000 DM ;% A65 : unknown/ no savings account ;% ;% Attribute 7: (qualitative) ;% Present employment since ;% A71 : unemployed ;% A72 : ... < 1 year ;% A73 : 1 <= ... < 4 years ;% A74 : 4 <= ... < 7 years ;% A75 : .. >= 7 years ;% ;% Attribute 8: (numerical) ;% Installment rate in percentage of disposable income ;% ;% Attribute 9: (qualitative) ;% Personal status and sex ;% A91 : male : divorced/separated ;% A92 : female : divorced/separated/married ;% A93 : male : single ;% A94 : male : married/widowed ;% A95 : female : single ;% ;% Attribute 10: (qualitative) ;% Other debtors / guarantors ;% A101 : none ;% A102 : co-applicant ;% A103 : guarantor ;% ;% Attribute 11: (numerical) ;% Present residence since ;% ;% Attribute 12: (qualitative) ;% Property ;% A121 : real estate ;% A122 : if not A121 : building society savings agreement/ ;% life insurance ;% A123 : if not A121/A122 : car or other, not in attribute 6 ;% A124 : unknown / no property ;% ;% Attribute 13: (numerical) ;% Age in years ;% ;% Attribute 14: (qualitative) ;% Other installment plans ;% A141 : bank ;% A142 : stores ;% A143 : none ;% ;% Attribute 15: (qualitative) ;% Housing ;% A151 : rent ;% A152 : own ;% A153 : for free ;% ;% Attribute 16: (numerical) ;% Number of existing credits at this bank ;% ;% Attribute 17: (qualitative) ;% Job ;% A171 : unemployed/ unskilled - non-resident ;% A172 : unskilled - resident ;% A173 : skilled employee / official ;% A174 : management/ self-employed/ ;% highly qualified employee/ officer ;% ;% Attribute 18: (numerical) ;% Number of people being liable to provide maintenance for ;% ;% Attribute 19: (qualitative) ;% Telephone ;% A191 : none ;% A192 : yes, registered under the customers name ;% ;% Attribute 20: (qualitative) ;% foreign worker ;% A201 : yes ;% A202 : no ;% ;% ;% ;% 8. Cost Matrix ;% ;% This dataset requires use of a cost matrix (see below) ;% ;% ;% 1 2 ;% ---------------------------- ;% 1 0 1 ;% ----------------------- ;% 2 5 0 ;% ;% (1 = Good, 2 = Bad) ;% ;% the rows represent the actual classification and the columns ;% the predicted classification. ;% ;% It is worse to class a customer as good when they are bad (5), ;% than it is to class a customer as bad when they are good (1). ;% ;% ;% ;% ;% ;% Relabeled values in attribute checking_status ;% From: A11 To: <0 ;% From: A12 To: 0<=X<200 ;% From: A13 To: >=200 ;% From: A14 To: no-checking ;% ;% ;% Relabeled values in attribute credit_history ;% From: A30 To: no-credits/all-paid ;% From: A31 To: all-paid ;% From: A32 To: existing-paid ;% From: A33 To: delayed-previously ;% From: A34 To: critical/other-existing-credit ;% ;% ;% Relabeled values in attribute purpose ;% From: A40 To: new-car ;% From: A41 To: used-car ;% From: A42 To: furniture/equipment ;% From: A43 To: radio/tv ;% From: A44 To: domesticappliance ;% From: A45 To: repairs ;% From: A46 To: education ;% From: A47 To: vacation ;% From: A48 To: retraining ;% From: A49 To: business ;% From: A410 To: other ;% ;% ;% Relabeled values in attribute savings_status ;% From: A61 To: <100 ;% From: A62 To: 100<=X<500 ;% From: A63 To: 500<=X<1000 ;% From: A64 To: >=1000 ;% From: A65 To: no-known-savings ;% ;% ;% Relabeled values in attribute employment ;% From: A71 To: unemployed ;% From: A72 To: <1 ;% From: A73 To: 1<=X<4 ;% From: A74 To: 4<=X<7 ;% From: A75 To: >=7 ;% ;% ;% Relabeled values in attribute personal_status ;% From: A91 To: male-div/sep ;% From: A92 To: female-div/dep/mar ;% From: A93 To: male -single ;% From: A94 To: male-mar/wid ;% From: A95 To: female-single ;% ;% ;% Relabeled values in attribute other_parties ;% From: A101 To: none ;% From: A102 To: co-applicant ;% From: A103 To: guarantor ;% ;% ;% Relabeled values in attribute property_magnitude ;% From: A121 To: real-estate ;% From: A122 To: life-insurance ;% From: A123 To: car ;% From: A124 To: no-known-property ;% ;% ;% Relabeled values in attribute other_payment_plans ;% From: A141 To: bank ;% From: A142 To: stores ;% From: A143 To: none ;% ;% ;% Relabeled values in attribute housing ;% From: A151 To: rent ;% From: A152 To: own ;% From: A153 To: for-free ;% ;% ;% Relabeled values in attribute job ;% From: A171 To: unemp/unskilled-non-res ;% From: A172 To: unskilled-resident ;% From: A173 To: skilled ;% From: A174 To: high-qualif/self-emp/mgmt ;% ;% ;% Relabeled values in attribute own_telephone ;% From: A191 To: none ;% From: A192 To: yes ;% ;% ;% Relabeled values in attribute foreign_worker ;% From: A201 To: yes ;% From: A202 To: no ;% ;% ;% Relabeled values in attribute class ;% From: 1 To: good ;% From: 2 To: bad ;% (defun german_credit () (data :name 'german_credit :columns '(checking_status duration credit_history purpose $credit_amount savings_status employment installment_commitment personal_status other_parties residence_since property_magnitude age other_payment_plans housing existing_credits job num_dependents own_telephone foreign_worker class) :egs '( (<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 domesticappliance 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 domesticappliance 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 domesticappliance 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) (no-checking 24 existing-paid furniture/equipment 5511 100<=X<500 1<=X<4 4 male-single none 1 car 25 stores own 1 skilled 1 none yes good) (>=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) (>=200 4 existing-paid new-car 1494 no-known-savings <1 1 male-single none 2 real-estate 29 none own 1 unskilled-resident 2 none no good) (<0 36 all-paid furniture/equipment 2746 <100 >=7 4 male-single none 4 car 31 bank own 1 skilled 1 none yes bad) (<0 12 existing-paid furniture/equipment 708 <100 1<=X<4 2 male-single guarantor 3 life-insurance 38 none own 1 unskilled-resident 2 none yes good) (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) (<0 24 existing-paid radio/tv 1938 <100 <1 4 male-div/sep none 3 life-insurance 32 none own 1 skilled 1 none yes bad) (<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 domesticappliance 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 domesticappliance 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 domesticappliance 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) (<0 30 existing-paid furniture/equipment 6350 no-known-savings >=7 4 male-single none 4 life-insurance 31 none own 1 skilled 1 none yes bad) (>=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) (<0 48 existing-paid radio/tv 6999 <100 4<=X<7 1 male-mar/wid guarantor 1 real-estate 34 none own 2 skilled 1 yes yes bad) (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) (<0 15 existing-paid business 806 <100 1<=X<4 4 female-div/dep/mar none 4 life-insurance 22 none own 1 unskilled-resident 1 none yes good) (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) (no-checking 9 existing-paid furniture/equipment 1388 <100 1<=X<4 4 female-div/dep/mar none 2 real-estate 26 none rent 1 skilled 1 none yes good) (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) (no-checking 12 existing-paid new-car 2133 no-known-savings >=7 4 female-div/dep/mar none 4 no-known-property 52 none for-free 1 high-qualif/self-emp/mgmt 1 yes yes good) (<0 18 existing-paid furniture/equipment 2039 <100 1<=X<4 1 female-div/dep/mar none 4 real-estate 20 bank rent 1 skilled 1 none yes bad) (<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 domesticappliance 1217 <100 1<=X<4 4 male-mar/wid none 3 real-estate 47 none own 1 unskilled-resident 1 yes yes bad) (<0 12 critical/other-existing-credit furniture/equipment 2246 <100 >=7 3 male-single none 3 life-insurance 60 none own 2 skilled 1 none yes bad) (<0 12 critical/other-existing-credit radio/tv 385 <100 4<=X<7 4 female-div/dep/mar none 3 real-estate 58 none own 4 unskilled-resident 1 yes yes good) (0<=X<200 24 delayed-previously new-car 1965 no-known-savings 1<=X<4 4 female-div/dep/mar none 4 car 42 none rent 2 skilled 1 yes yes good) (no-checking 21 existing-paid business 1572 >=1000 >=7 4 female-div/dep/mar none 4 real-estate 36 bank own 1 unskilled-resident 1 none yes good) (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) (<0 24 all-paid other 1358 no-known-savings >=7 4 male-single none 3 car 40 stores own 1 high-qualif/self-emp/mgmt 1 yes yes bad) (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 domesticappliance 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) (<0 6 critical/other-existing-credit new-car 3676 <100 1<=X<4 1 male-single none 3 real-estate 37 none rent 3 skilled 2 none yes good) (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) (no-checking 36 delayed-previously business 7980 no-known-savings <1 4 male-single none 4 car 27 none rent 2 skilled 1 yes yes bad) (<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) (<0 48 existing-paid education 7476 <100 4<=X<7 4 male-single none 1 no-known-property 50 none for-free 1 high-qualif/self-emp/mgmt 1 yes yes good) (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) (<0 24 existing-paid new-car 2303 <100 >=7 4 male-single co-applicant 1 real-estate 45 none own 1 skilled 1 none yes bad) (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) (0<=X<200 12 existing-paid new-car 888 <100 >=7 4 male-single none 4 car 41 bank own 1 unskilled-resident 2 none yes bad) (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) (no-checking 21 existing-paid furniture/equipment 2241 <100 >=7 4 male-single none 2 real-estate 50 none own 2 skilled 1 none yes good) (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) (>=200 6 critical/other-existing-credit education 1047 <100 1<=X<4 2 female-div/dep/mar none 4 life-insurance 50 none own 1 unskilled-resident 1 none yes good) (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) (<0 24 existing-paid radio/tv 2384 <100 >=7 4 male-single none 4 real-estate 64 bank rent 1 unskilled-resident 1 none yes good) (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) (no-checking 60 existing-paid new-car 6527 no-known-savings 1<=X<4 4 male-single none 4 no-known-property 34 none for-free 1 skilled 2 yes yes good) (>=200 10 critical/other-existing-credit radio/tv 1347 no-known-savings 4<=X<7 4 male-single none 2 life-insurance 27 none own 2 skilled 1 yes yes good) (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) (no-checking 9 existing-paid radio/tv 2753 100<=X<500 >=7 3 male-single co-applicant 4 car 35 none own 1 skilled 1 yes yes good) (<0 12 existing-paid new-car 3651 >=1000 1<=X<4 1 male-single none 3 life-insurance 31 none own 1 skilled 2 none yes good) (<0 15 critical/other-existing-credit furniture/equipment 975 <100 1<=X<4 2 male-div/sep none 3 life-insurance 25 none own 2 skilled 1 none yes good) (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) (<0 6 critical/other-existing-credit new-car 4716 no-known-savings <1 1 male-single none 3 real-estate 44 none own 2 unskilled-resident 2 none yes good) (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) (no-checking 12 existing-paid furniture/equipment 1123 500<=X<1000 1<=X<4 4 female-div/dep/mar none 4 car 29 none rent 1 unskilled-resident 1 none yes bad) (<0 48 critical/other-existing-credit used-car 6331 <100 >=7 4 male-single none 4 no-known-property 46 none for-free 2 skilled 1 yes yes bad) (>=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) (no-checking 18 critical/other-existing-credit radio/tv 629 500<=X<1000 >=7 4 male-single none 3 life-insurance 32 bank own 2 high-qualif/self-emp/mgmt 1 yes yes good) (<0 6 all-paid education 1198 <100 >=7 4 female-div/dep/mar none 4 no-known-property 35 none for-free 1 skilled 1 none yes bad) (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) (<0 9 critical/other-existing-credit radio/tv 1138 <100 1<=X<4 4 male-single none 4 real-estate 25 none own 2 unskilled-resident 1 none yes good) (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) (no-checking 30 critical/other-existing-credit radio/tv 3077 no-known-savings >=7 3 male-single none 2 car 40 none own 2 skilled 2 yes yes good) (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) (>=200 24 critical/other-existing-credit radio/tv 3148 no-known-savings 1<=X<4 3 male-single none 2 car 31 none own 2 skilled 1 yes yes good) (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) (<0 18 existing-paid radio/tv 1882 <100 1<=X<4 4 female-div/dep/mar none 4 car 25 bank rent 2 skilled 1 none yes bad) (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) (<0 24 existing-paid radio/tv 1987 <100 1<=X<4 2 male-single none 4 real-estate 21 none rent 1 unskilled-resident 2 none yes bad) (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) (no-checking 4 critical/other-existing-credit new-car 3380 <100 4<=X<7 1 female-div/dep/mar none 1 real-estate 37 none own 1 skilled 2 none yes good) (0<=X<200 36 all-paid domesticappliance 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) (0<=X<200 24 existing-paid used-car 11560 <100 1<=X<4 1 female-div/dep/mar none 4 car 23 none rent 2 high-qualif/self-emp/mgmt 1 none yes bad) (<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) (no-checking 6 critical/other-existing-credit new-car 6761 <100 4<=X<7 1 male-single none 3 no-known-property 45 none own 2 high-qualif/self-emp/mgmt 2 yes yes good) (0<=X<200 30 no-credits/all-paid business 4280 100<=X<500 1<=X<4 4 female-div/dep/mar none 4 car 26 none rent 2 unskilled-resident 1 none yes bad) (<0 24 all-paid new-car 2325 100<=X<500 4<=X<7 2 male-single none 3 car 32 bank own 1 skilled 1 none yes good) (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) (no-checking 21 existing-paid radio/tv 3160 no-known-savings >=7 4 male-single none 3 life-insurance 41 none own 1 skilled 1 yes yes good) (<0 24 all-paid furniture/equipment 2483 500<=X<1000 1<=X<4 4 male-single none 4 real-estate 22 stores own 1 skilled 1 yes yes good) (<0 39 critical/other-existing-credit furniture/equipment 14179 no-known-savings 4<=X<7 4 male-single none 4 life-insurance 30 none own 2 high-qualif/self-emp/mgmt 1 yes yes good) (<0 13 critical/other-existing-credit business 1797 <100 <1 3 male-single none 1 life-insurance 28 bank own 2 unskilled-resident 1 none yes good) (<0 15 existing-paid new-car 2511 <100 unemployed 1 female-div/dep/mar none 4 car 23 none rent 1 skilled 1 none yes good) (<0 12 existing-paid new-car 1274 <100 <1 3 female-div/dep/mar none 1 real-estate 37 none own 1 unskilled-resident 1 none yes bad) (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) (<0 6 existing-paid furniture/equipment 428 <100 >=7 2 female-div/dep/mar none 1 life-insurance 49 bank own 1 skilled 1 yes yes good) (<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 domesticappliance 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 domesticappliance 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) (<0 20 critical/other-existing-credit new-car 2235 <100 1<=X<4 4 male-mar/wid guarantor 2 life-insurance 33 bank rent 2 skilled 1 none no bad) (no-checking 24 critical/other-existing-credit used-car 4042 no-known-savings 4<=X<7 3 male-single none 4 life-insurance 43 none own 2 skilled 1 yes yes good) (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) (<0 24 existing-paid radio/tv 2439 <100 <1 4 female-div/dep/mar none 4 real-estate 35 none own 1 skilled 1 yes yes bad) (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 domesticappliance 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) (<0 16 critical/other-existing-credit new-car 2625 <100 >=7 2 male-single guarantor 4 life-insurance 43 bank rent 1 skilled 1 yes yes bad) (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) (<0 21 existing-paid new-car 3763 no-known-savings 4<=X<7 2 male-single co-applicant 2 real-estate 24 none own 1 unskilled-resident 1 none no good) (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) (<0 24 existing-paid furniture/equipment 2359 100<=X<500 unemployed 1 male-div/sep none 1 life-insurance 33 none own 1 skilled 1 none yes bad) (<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) (<0 24 existing-paid furniture/equipment 1747 <100 <1 4 male-single co-applicant 1 life-insurance 24 none own 1 unskilled-resident 1 none no good) (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) (no-checking 24 existing-paid furniture/equipment 929 no-known-savings 4<=X<7 4 male-single none 2 car 31 stores own 1 skilled 1 yes yes good) (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) (>=200 30 critical/other-existing-credit radio/tv 3656 no-known-savings >=7 4 male-single none 4 life-insurance 49 stores own 2 unskilled-resident 1 none yes good) (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) (<0 28 existing-paid new-car 4006 <100 1<=X<4 3 male-single none 2 car 45 none own 1 unskilled-resident 1 none yes bad) (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) )))