| @RELATION GermanCredit |
|
|
| @ATTRIBUTE CheckingAccount {<0 |
<200 |
>=200 |
none} |
| @ATTRIBUTE Duration NUMERIC |
| @ATTRIBUTE CreditHistory {ok |
ok_at_this_bank |
ok_til_now |
past_delays |
critical} |
| @ATTRIBUTE Purpose {car_new |
car_used |
furniture |
television |
appliances |
repairs |
education |
vacation |
retraining |
business |
others} |
| @ATTRIBUTE CreditAmount NUMERIC |
| @ATTRIBUTE SavingsAccount {<100 |
<500 |
<1000 |
>=1000 |
unknown} |
| @ATTRIBUTE YearsEmployed {unemployed |
<1 |
<4 |
<7 |
>=7} |
| @ATTRIBUTE InstallmentRate NUMERIC |
| @ATTRIBUTE PersonalStatus {male_divorced |
female |
male_single |
male_married |
female_single} |
| @ATTRIBUTE OtherDebtors {none |
co |
guarantor} |
| @ATTRIBUTE ResidentSince NUMERIC |
| @ATTRIBUTE Property {real_estate |
savings |
car |
unknown} |
| @ATTRIBUTE Age NUMERIC |
| @ATTRIBUTE OtherPlans {bank |
stores |
none} |
| @ATTRIBUTE Housing {rent |
own |
free} |
| @ATTRIBUTE NumCreditsAtBank NUMERIC |
| @ATTRIBUTE Job {unemployed |
unskilled |
skilled |
management} |
| @ATTRIBUTE Dependents NUMERIC |
| @ATTRIBUTE Telephone {no |
yes} |
| @ATTRIBUTE Foreign {yes |
no} |
| @ATTRIBUTE Approve {good |
bad} |
|
|
| @DATA |
| <0 |
0 |
ok |
furniture |
-1000000000 |
unknown |
unemployed |
-10000 |
female_single |
none |
0 |
car |
-293 |
none |
own |
-1000 |
skilled |
-185 |
yes |
no |
good |
| <0 |
6 |
critical |
television |
1169 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
67 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
48 |
ok_til_now |
television |
5951 |
<100 |
<4 |
2 |
female |
none |
2 |
real_estate |
22 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
12 |
critical |
education |
2096 |
<100 |
<7 |
2 |
male_single |
none |
3 |
real_estate |
49 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <0 |
42 |
ok_til_now |
furniture |
7882 |
<100 |
<7 |
2 |
male_single |
guarantor |
4 |
savings |
45 |
none |
free |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
24 |
past_delays |
car_new |
4870 |
<100 |
<4 |
3 |
male_single |
none |
4 |
unknown |
53 |
none |
free |
2 |
skilled |
2 |
no |
yes |
bad |
| none |
36 |
ok_til_now |
education |
9055 |
unknown |
<4 |
2 |
male_single |
none |
4 |
unknown |
35 |
none |
free |
1 |
unskilled |
2 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
furniture |
2835 |
<1000 |
>=7 |
3 |
male_single |
none |
4 |
savings |
53 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
36 |
ok_til_now |
car_used |
6948 |
<100 |
<4 |
2 |
male_single |
none |
2 |
car |
35 |
none |
rent |
1 |
management |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
television |
3059 |
>=1000 |
<7 |
2 |
male_divorced |
none |
4 |
real_estate |
61 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
30 |
critical |
car_new |
5234 |
<100 |
unemployed |
4 |
male_married |
none |
2 |
car |
28 |
none |
own |
2 |
management |
1 |
no |
yes |
bad |
| <200 |
12 |
ok_til_now |
car_new |
1295 |
<100 |
<1 |
3 |
female |
none |
1 |
car |
25 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
48 |
ok_til_now |
business |
4308 |
<100 |
<1 |
3 |
female |
none |
4 |
savings |
24 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
12 |
ok_til_now |
television |
1567 |
<100 |
<4 |
1 |
female |
none |
1 |
car |
22 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
24 |
critical |
car_new |
1199 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
60 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
15 |
ok_til_now |
car_new |
1403 |
<100 |
<4 |
2 |
female |
none |
4 |
car |
28 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
television |
1282 |
<500 |
<4 |
4 |
female |
none |
2 |
car |
32 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
24 |
critical |
television |
2424 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
savings |
53 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
30 |
ok |
business |
8072 |
unknown |
<1 |
2 |
male_single |
none |
3 |
car |
25 |
bank |
own |
3 |
skilled |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
car_used |
12579 |
<100 |
>=7 |
4 |
female |
none |
2 |
unknown |
44 |
none |
free |
1 |
management |
1 |
yes |
yes |
bad |
| none |
24 |
ok_til_now |
television |
3430 |
<1000 |
>=7 |
3 |
male_single |
none |
2 |
car |
31 |
none |
own |
1 |
skilled |
2 |
yes |
yes |
good |
| none |
9 |
critical |
car_new |
2134 |
<100 |
<4 |
4 |
male_single |
none |
4 |
car |
48 |
none |
own |
3 |
skilled |
1 |
yes |
yes |
good |
| <0 |
6 |
ok_til_now |
television |
2647 |
<1000 |
<4 |
2 |
male_single |
none |
3 |
real_estate |
44 |
none |
rent |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
10 |
critical |
car_new |
2241 |
<100 |
<1 |
1 |
male_single |
none |
3 |
real_estate |
48 |
none |
rent |
2 |
unskilled |
2 |
no |
no |
good |
| <200 |
12 |
critical |
car_used |
1804 |
<500 |
<1 |
3 |
male_single |
none |
4 |
savings |
44 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
10 |
critical |
furniture |
2069 |
unknown |
<4 |
2 |
male_married |
none |
1 |
car |
26 |
none |
own |
2 |
skilled |
1 |
no |
no |
good |
| <0 |
6 |
ok_til_now |
furniture |
1374 |
<100 |
<4 |
1 |
male_single |
none |
2 |
real_estate |
36 |
bank |
own |
1 |
unskilled |
1 |
yes |
yes |
good |
| none |
6 |
ok |
television |
426 |
<100 |
>=7 |
4 |
male_married |
none |
4 |
car |
39 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| >=200 |
12 |
ok_at_this_bank |
television |
409 |
>=1000 |
<4 |
3 |
female |
none |
3 |
real_estate |
42 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
7 |
ok_til_now |
television |
2415 |
<100 |
<4 |
3 |
male_single |
guarantor |
2 |
real_estate |
34 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
60 |
past_delays |
business |
6836 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
unknown |
63 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
18 |
ok_til_now |
business |
1913 |
>=1000 |
<1 |
3 |
male_married |
none |
3 |
real_estate |
36 |
bank |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
24 |
ok_til_now |
furniture |
4020 |
<100 |
<4 |
2 |
male_single |
none |
2 |
car |
27 |
stores |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
18 |
ok_til_now |
car_new |
5866 |
<500 |
<4 |
2 |
male_single |
none |
2 |
car |
30 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
critical |
business |
1264 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
unknown |
57 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| >=200 |
12 |
ok_til_now |
furniture |
1474 |
<100 |
<1 |
4 |
female |
none |
1 |
savings |
33 |
bank |
own |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
45 |
critical |
television |
4746 |
<100 |
<1 |
4 |
male_single |
none |
2 |
savings |
25 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
bad |
| none |
48 |
critical |
education |
6110 |
<100 |
<4 |
1 |
male_single |
none |
3 |
unknown |
31 |
bank |
free |
1 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
18 |
ok_til_now |
television |
2100 |
<100 |
<4 |
4 |
male_single |
co |
2 |
real_estate |
37 |
stores |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| >=200 |
10 |
ok_til_now |
appliances |
1225 |
<100 |
<4 |
2 |
male_single |
none |
2 |
car |
37 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
9 |
ok_til_now |
television |
458 |
<100 |
<4 |
4 |
male_single |
none |
3 |
real_estate |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
30 |
ok_til_now |
television |
2333 |
<1000 |
>=7 |
4 |
male_single |
none |
2 |
car |
30 |
bank |
own |
1 |
management |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
1158 |
<1000 |
<4 |
3 |
male_divorced |
none |
1 |
car |
26 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
18 |
past_delays |
repairs |
6204 |
<100 |
<4 |
2 |
male_single |
none |
4 |
real_estate |
44 |
none |
own |
1 |
unskilled |
2 |
yes |
yes |
good |
| <0 |
30 |
critical |
car_used |
6187 |
<500 |
<7 |
1 |
male_married |
none |
4 |
car |
24 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
48 |
critical |
car_used |
6143 |
<100 |
>=7 |
4 |
female |
none |
4 |
unknown |
58 |
stores |
free |
2 |
unskilled |
1 |
no |
yes |
bad |
| none |
11 |
critical |
car_new |
1393 |
<100 |
<1 |
4 |
female |
none |
4 |
car |
35 |
none |
own |
2 |
management |
1 |
no |
yes |
good |
| none |
36 |
ok_til_now |
television |
2299 |
<1000 |
>=7 |
4 |
male_single |
none |
4 |
car |
39 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
6 |
ok_til_now |
car_used |
1352 |
<1000 |
unemployed |
1 |
female |
none |
2 |
savings |
23 |
none |
rent |
1 |
unemployed |
1 |
yes |
yes |
good |
| none |
11 |
critical |
car_new |
7228 |
<100 |
<4 |
1 |
male_single |
none |
4 |
savings |
39 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
12 |
ok_til_now |
television |
2073 |
<500 |
<4 |
4 |
female |
co |
2 |
real_estate |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
24 |
past_delays |
furniture |
2333 |
unknown |
<1 |
4 |
male_single |
none |
2 |
savings |
29 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
27 |
past_delays |
car_used |
5965 |
<100 |
>=7 |
1 |
male_single |
none |
2 |
car |
30 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
television |
1262 |
<100 |
<4 |
3 |
male_single |
none |
2 |
car |
25 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
car_used |
3378 |
unknown |
<4 |
2 |
male_single |
none |
1 |
savings |
31 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
36 |
past_delays |
car_new |
2225 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
57 |
bank |
free |
2 |
skilled |
1 |
yes |
yes |
bad |
| none |
6 |
ok_at_this_bank |
car_new |
783 |
unknown |
<4 |
1 |
male_single |
guarantor |
2 |
real_estate |
26 |
stores |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
6468 |
unknown |
unemployed |
2 |
male_single |
none |
1 |
unknown |
52 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| none |
36 |
critical |
television |
9566 |
<100 |
<4 |
2 |
female |
none |
2 |
car |
31 |
stores |
own |
2 |
skilled |
1 |
no |
yes |
good |
| >=200 |
18 |
ok_til_now |
car_new |
1961 |
<100 |
>=7 |
3 |
female |
none |
2 |
car |
23 |
none |
own |
1 |
management |
1 |
no |
yes |
good |
| <0 |
36 |
critical |
furniture |
6229 |
<100 |
<1 |
4 |
female |
co |
4 |
unknown |
23 |
none |
rent |
2 |
unskilled |
1 |
yes |
yes |
bad |
| <200 |
9 |
ok_til_now |
business |
1391 |
<100 |
<4 |
2 |
male_married |
none |
1 |
real_estate |
27 |
bank |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
15 |
critical |
television |
1537 |
unknown |
>=7 |
4 |
male_single |
guarantor |
4 |
real_estate |
50 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
36 |
ok |
business |
1953 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
61 |
none |
free |
1 |
management |
1 |
yes |
yes |
bad |
| <200 |
48 |
ok |
business |
14421 |
<100 |
<4 |
2 |
male_single |
none |
2 |
car |
25 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
24 |
ok_til_now |
television |
3181 |
<100 |
<1 |
4 |
female |
none |
4 |
savings |
26 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
27 |
ok_til_now |
repairs |
5190 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
savings |
48 |
none |
own |
4 |
skilled |
2 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
television |
2171 |
<100 |
<1 |
2 |
female |
none |
2 |
car |
29 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
car_new |
1007 |
>=1000 |
<4 |
4 |
male_married |
none |
1 |
real_estate |
22 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
36 |
ok_til_now |
education |
1819 |
<100 |
<4 |
4 |
male_single |
none |
4 |
unknown |
37 |
stores |
free |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
36 |
ok_til_now |
television |
2394 |
unknown |
<4 |
4 |
female |
none |
4 |
car |
25 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
36 |
ok_til_now |
car_used |
8133 |
<100 |
<4 |
1 |
female |
none |
2 |
savings |
30 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
7 |
critical |
television |
730 |
unknown |
>=7 |
4 |
male_single |
none |
2 |
savings |
46 |
none |
rent |
2 |
unskilled |
1 |
yes |
yes |
good |
| <0 |
8 |
critical |
others |
1164 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
unknown |
51 |
bank |
free |
2 |
management |
2 |
yes |
yes |
good |
| <200 |
42 |
critical |
business |
5954 |
<100 |
<7 |
2 |
female |
none |
1 |
real_estate |
41 |
bank |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
education |
1977 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
unknown |
40 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| <0 |
12 |
critical |
car_used |
1526 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
66 |
none |
free |
2 |
management |
1 |
no |
yes |
good |
| <0 |
42 |
ok_til_now |
television |
3965 |
<100 |
<1 |
4 |
male_single |
none |
3 |
car |
34 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
11 |
past_delays |
television |
4771 |
<100 |
<7 |
2 |
male_single |
none |
4 |
savings |
51 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
54 |
ok |
car_used |
9436 |
unknown |
<4 |
2 |
male_single |
none |
2 |
savings |
39 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <200 |
30 |
ok_til_now |
furniture |
3832 |
<100 |
<1 |
2 |
male_married |
none |
1 |
savings |
22 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
television |
5943 |
unknown |
<1 |
1 |
female |
none |
1 |
car |
44 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| none |
15 |
ok_til_now |
television |
1213 |
<1000 |
>=7 |
4 |
male_single |
none |
3 |
savings |
47 |
stores |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
18 |
ok_til_now |
business |
1568 |
<500 |
<4 |
3 |
female |
none |
4 |
savings |
24 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
others |
1755 |
<100 |
>=7 |
4 |
female |
guarantor |
4 |
real_estate |
58 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
good |
| <0 |
10 |
ok_til_now |
television |
2315 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
real_estate |
52 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
12 |
critical |
business |
1412 |
<100 |
<4 |
4 |
female |
guarantor |
2 |
real_estate |
29 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| <200 |
18 |
critical |
furniture |
1295 |
<100 |
<1 |
4 |
female |
none |
1 |
savings |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
36 |
ok_til_now |
education |
12612 |
<500 |
<4 |
1 |
male_single |
none |
4 |
unknown |
47 |
none |
free |
1 |
skilled |
2 |
yes |
yes |
bad |
| <0 |
18 |
ok_til_now |
car_new |
2249 |
<500 |
<7 |
4 |
male_single |
none |
3 |
car |
30 |
none |
own |
1 |
management |
2 |
yes |
yes |
good |
| <0 |
12 |
ok |
repairs |
1108 |
<100 |
<7 |
4 |
male_single |
none |
3 |
real_estate |
28 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
12 |
critical |
television |
618 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
56 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
critical |
car_used |
1409 |
<100 |
>=7 |
4 |
male_single |
none |
3 |
real_estate |
54 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
critical |
television |
797 |
unknown |
>=7 |
4 |
female |
none |
3 |
savings |
33 |
bank |
own |
1 |
unskilled |
2 |
no |
yes |
bad |
| >=200 |
24 |
critical |
furniture |
3617 |
unknown |
>=7 |
4 |
male_single |
co |
4 |
unknown |
20 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
car_new |
1318 |
>=1000 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
54 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
54 |
ok |
business |
15945 |
<100 |
<1 |
3 |
male_single |
none |
4 |
unknown |
58 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
12 |
critical |
education |
2012 |
unknown |
<7 |
4 |
female |
none |
2 |
car |
61 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
18 |
ok_til_now |
business |
2622 |
<500 |
<4 |
4 |
male_single |
none |
4 |
car |
34 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
36 |
critical |
television |
2337 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
36 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
20 |
past_delays |
car_used |
7057 |
unknown |
<7 |
3 |
male_single |
none |
4 |
savings |
36 |
bank |
rent |
2 |
management |
2 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
car_new |
1469 |
<500 |
>=7 |
4 |
male_married |
none |
4 |
real_estate |
41 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
36 |
ok_til_now |
television |
2323 |
<100 |
<7 |
4 |
male_single |
none |
4 |
car |
24 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
past_delays |
television |
932 |
<100 |
<4 |
3 |
female |
none |
2 |
real_estate |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
9 |
critical |
furniture |
1919 |
<100 |
<7 |
4 |
male_single |
none |
3 |
car |
35 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
car_used |
2445 |
unknown |
<1 |
2 |
male_married |
none |
4 |
car |
26 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
24 |
critical |
others |
11938 |
<100 |
<4 |
2 |
male_single |
co |
3 |
car |
39 |
none |
own |
2 |
management |
2 |
yes |
yes |
bad |
| none |
18 |
ok_at_this_bank |
car_new |
6458 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
unknown |
39 |
bank |
own |
2 |
management |
2 |
yes |
yes |
bad |
| <200 |
12 |
ok_til_now |
car_new |
6078 |
<100 |
<7 |
2 |
male_single |
none |
2 |
car |
32 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
furniture |
7721 |
unknown |
<1 |
1 |
female |
none |
2 |
savings |
30 |
none |
own |
1 |
skilled |
1 |
yes |
no |
good |
| <200 |
14 |
ok_til_now |
business |
1410 |
<1000 |
>=7 |
1 |
male_married |
none |
2 |
real_estate |
35 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
6 |
past_delays |
business |
1449 |
<500 |
>=7 |
1 |
male_divorced |
none |
2 |
car |
31 |
bank |
own |
2 |
skilled |
2 |
no |
yes |
good |
| >=200 |
15 |
ok_til_now |
education |
392 |
<100 |
<1 |
4 |
female |
none |
4 |
savings |
23 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
18 |
ok_til_now |
car_new |
6260 |
<100 |
<7 |
3 |
male_single |
none |
3 |
real_estate |
28 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
36 |
critical |
car_new |
7855 |
<100 |
<4 |
4 |
female |
none |
2 |
real_estate |
25 |
stores |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
12 |
ok_til_now |
television |
1680 |
<1000 |
>=7 |
3 |
male_married |
none |
1 |
real_estate |
35 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
48 |
critical |
television |
3578 |
unknown |
>=7 |
4 |
male_single |
none |
1 |
real_estate |
47 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
42 |
ok_til_now |
television |
7174 |
unknown |
<7 |
4 |
female |
none |
3 |
car |
30 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| <0 |
10 |
critical |
furniture |
2132 |
unknown |
<1 |
2 |
female |
co |
3 |
real_estate |
27 |
none |
rent |
2 |
skilled |
1 |
no |
no |
good |
| <0 |
33 |
critical |
furniture |
4281 |
<1000 |
<4 |
1 |
female |
none |
4 |
car |
23 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
12 |
critical |
car_new |
2366 |
<1000 |
<7 |
3 |
male_divorced |
none |
3 |
car |
36 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
21 |
ok_til_now |
television |
1835 |
<100 |
<4 |
3 |
female |
none |
2 |
real_estate |
25 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| none |
24 |
critical |
car_used |
3868 |
<100 |
>=7 |
4 |
female |
none |
2 |
car |
41 |
none |
rent |
2 |
management |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
furniture |
1768 |
<100 |
<4 |
3 |
male_single |
none |
2 |
real_estate |
24 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| >=200 |
10 |
critical |
car_new |
781 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
63 |
none |
free |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
18 |
ok_til_now |
furniture |
1924 |
unknown |
<1 |
4 |
female |
none |
3 |
real_estate |
27 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
12 |
critical |
car_new |
2121 |
<100 |
<4 |
4 |
male_single |
none |
2 |
savings |
30 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
television |
701 |
<100 |
<4 |
4 |
male_married |
none |
2 |
real_estate |
40 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
repairs |
639 |
<100 |
<4 |
4 |
male_single |
none |
2 |
car |
30 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
12 |
critical |
car_used |
1860 |
<100 |
unemployed |
4 |
male_single |
none |
2 |
car |
34 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| <0 |
12 |
critical |
car_new |
3499 |
<100 |
<4 |
3 |
female |
co |
2 |
real_estate |
29 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
48 |
ok_til_now |
car_new |
8487 |
unknown |
<7 |
1 |
female |
none |
2 |
car |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
36 |
past_delays |
education |
6887 |
<100 |
<4 |
4 |
male_single |
none |
3 |
savings |
29 |
stores |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
15 |
ok_til_now |
furniture |
2708 |
<100 |
<1 |
2 |
male_single |
none |
3 |
savings |
27 |
bank |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
furniture |
1984 |
<100 |
<4 |
4 |
male_single |
none |
4 |
unknown |
47 |
bank |
free |
2 |
skilled |
1 |
no |
yes |
good |
| none |
60 |
ok_til_now |
television |
10144 |
<500 |
<7 |
2 |
female |
none |
4 |
real_estate |
21 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
critical |
television |
1240 |
unknown |
>=7 |
4 |
female |
none |
2 |
real_estate |
38 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
27 |
past_delays |
car_used |
8613 |
>=1000 |
<4 |
2 |
male_single |
none |
2 |
car |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
766 |
<1000 |
<4 |
4 |
male_single |
none |
3 |
real_estate |
66 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <200 |
15 |
critical |
television |
2728 |
unknown |
<7 |
4 |
male_single |
guarantor |
2 |
real_estate |
35 |
bank |
own |
3 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
12 |
ok_til_now |
television |
1881 |
<100 |
<4 |
2 |
female |
none |
2 |
car |
44 |
none |
rent |
1 |
unskilled |
1 |
yes |
yes |
good |
| >=200 |
6 |
ok_til_now |
car_new |
709 |
>=1000 |
<1 |
2 |
male_married |
none |
2 |
real_estate |
27 |
none |
own |
1 |
unemployed |
1 |
no |
no |
good |
| <200 |
36 |
ok_til_now |
television |
4795 |
<100 |
<1 |
4 |
female |
none |
1 |
unknown |
30 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
27 |
ok_til_now |
television |
3416 |
<100 |
<4 |
3 |
male_single |
none |
2 |
car |
27 |
none |
own |
1 |
management |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
furniture |
2462 |
<100 |
<4 |
2 |
male_single |
none |
2 |
car |
22 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
21 |
critical |
furniture |
2288 |
<100 |
<1 |
4 |
female |
none |
4 |
savings |
23 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
48 |
ok_at_this_bank |
business |
3566 |
<500 |
<7 |
4 |
male_single |
none |
2 |
car |
30 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
6 |
critical |
car_new |
860 |
<100 |
>=7 |
1 |
female |
none |
4 |
unknown |
39 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
critical |
car_new |
682 |
<500 |
<7 |
4 |
female |
none |
3 |
car |
51 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
36 |
critical |
furniture |
5371 |
<100 |
<4 |
3 |
male_single |
guarantor |
2 |
savings |
28 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
critical |
television |
1582 |
>=1000 |
>=7 |
4 |
male_single |
none |
4 |
car |
46 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
ok_til_now |
television |
1346 |
<500 |
>=7 |
2 |
male_single |
none |
4 |
unknown |
42 |
bank |
free |
1 |
skilled |
2 |
yes |
yes |
good |
| none |
10 |
ok_til_now |
television |
1924 |
<100 |
<4 |
1 |
male_single |
none |
4 |
savings |
38 |
none |
own |
1 |
skilled |
1 |
yes |
no |
good |
| >=200 |
36 |
ok_til_now |
television |
5848 |
<100 |
<4 |
4 |
male_single |
none |
1 |
car |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
24 |
critical |
car_used |
7758 |
>=1000 |
>=7 |
2 |
female |
none |
4 |
unknown |
29 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
24 |
past_delays |
business |
6967 |
<500 |
<7 |
4 |
male_single |
none |
4 |
car |
36 |
none |
rent |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
furniture |
1282 |
<100 |
<4 |
2 |
female |
none |
4 |
car |
20 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
9 |
critical |
repairs |
1288 |
<500 |
>=7 |
3 |
male_single |
guarantor |
4 |
real_estate |
48 |
none |
own |
2 |
skilled |
2 |
no |
no |
good |
| <0 |
12 |
ok_at_this_bank |
retraining |
339 |
<100 |
>=7 |
4 |
male_married |
none |
1 |
car |
45 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
car_new |
3512 |
<500 |
<7 |
2 |
male_single |
none |
3 |
car |
38 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
6 |
critical |
television |
1898 |
unknown |
<4 |
1 |
male_single |
none |
2 |
real_estate |
34 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| none |
24 |
critical |
television |
2872 |
<500 |
>=7 |
3 |
male_single |
none |
4 |
real_estate |
36 |
none |
own |
1 |
skilled |
2 |
yes |
yes |
good |
| none |
18 |
critical |
car_new |
1055 |
<100 |
<1 |
4 |
female |
none |
1 |
savings |
30 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
15 |
ok_til_now |
appliances |
1262 |
<1000 |
<7 |
4 |
male_single |
none |
3 |
savings |
36 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
10 |
ok_til_now |
car_new |
7308 |
<100 |
unemployed |
2 |
male_single |
none |
4 |
unknown |
70 |
bank |
free |
1 |
management |
1 |
yes |
yes |
good |
| none |
36 |
ok_til_now |
car_new |
909 |
<1000 |
>=7 |
4 |
male_single |
none |
4 |
savings |
36 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
ok_til_now |
furniture |
2978 |
<1000 |
<4 |
1 |
male_single |
none |
2 |
car |
32 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
18 |
ok_til_now |
furniture |
1131 |
<100 |
unemployed |
4 |
female |
none |
2 |
car |
33 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
11 |
ok_til_now |
furniture |
1577 |
>=1000 |
<1 |
4 |
female |
none |
1 |
real_estate |
20 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
furniture |
3972 |
<100 |
<7 |
2 |
female |
none |
4 |
savings |
25 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
24 |
critical |
business |
1935 |
<100 |
>=7 |
4 |
male_divorced |
none |
4 |
real_estate |
31 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
15 |
ok |
car_new |
950 |
<100 |
>=7 |
4 |
male_single |
none |
3 |
car |
33 |
none |
rent |
2 |
skilled |
2 |
no |
yes |
bad |
| none |
12 |
ok_til_now |
furniture |
763 |
<100 |
<4 |
4 |
female |
none |
1 |
real_estate |
26 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
24 |
past_delays |
furniture |
2064 |
<100 |
unemployed |
3 |
female |
none |
2 |
savings |
34 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| <200 |
8 |
ok_til_now |
television |
1414 |
<100 |
<4 |
4 |
male_single |
guarantor |
2 |
real_estate |
33 |
none |
own |
1 |
skilled |
1 |
no |
no |
good |
| <0 |
21 |
past_delays |
education |
3414 |
<100 |
<1 |
2 |
male_single |
none |
1 |
savings |
26 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
30 |
ok_at_this_bank |
car_used |
7485 |
unknown |
unemployed |
4 |
female |
none |
1 |
real_estate |
53 |
bank |
own |
1 |
management |
1 |
yes |
yes |
bad |
| <0 |
12 |
ok_til_now |
furniture |
2577 |
<100 |
<4 |
2 |
male_divorced |
none |
1 |
car |
42 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
6 |
critical |
television |
338 |
<1000 |
>=7 |
4 |
male_single |
none |
4 |
car |
52 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
ok_til_now |
television |
1963 |
<100 |
<7 |
4 |
male_single |
none |
2 |
car |
31 |
none |
rent |
2 |
management |
2 |
yes |
yes |
good |
| <0 |
21 |
critical |
car_new |
571 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
65 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
36 |
past_delays |
business |
9572 |
<100 |
<1 |
1 |
male_divorced |
none |
1 |
car |
28 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
36 |
past_delays |
business |
4455 |
<100 |
<4 |
2 |
male_divorced |
none |
2 |
real_estate |
30 |
stores |
own |
2 |
management |
1 |
yes |
yes |
bad |
| <0 |
21 |
ok_at_this_bank |
car_new |
1647 |
unknown |
<4 |
4 |
male_single |
none |
2 |
savings |
40 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
bad |
| none |
24 |
critical |
furniture |
3777 |
>=1000 |
<4 |
4 |
male_single |
none |
4 |
real_estate |
50 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
18 |
critical |
car_new |
884 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
36 |
bank |
own |
1 |
skilled |
2 |
yes |
yes |
bad |
| none |
15 |
critical |
television |
1360 |
<100 |
<4 |
4 |
male_single |
none |
2 |
savings |
31 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
9 |
ok_at_this_bank |
car_used |
5129 |
<100 |
>=7 |
2 |
female |
none |
4 |
unknown |
74 |
bank |
free |
1 |
management |
2 |
yes |
yes |
bad |
| <200 |
16 |
critical |
car_new |
1175 |
<100 |
unemployed |
2 |
male_single |
none |
3 |
car |
68 |
none |
free |
3 |
unemployed |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
television |
674 |
<500 |
<7 |
4 |
male_married |
none |
1 |
savings |
20 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
18 |
ok |
furniture |
3244 |
<100 |
<4 |
1 |
female |
none |
4 |
car |
33 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
business |
4591 |
>=1000 |
<4 |
2 |
male_single |
none |
3 |
savings |
54 |
none |
own |
3 |
management |
1 |
yes |
yes |
bad |
| <200 |
48 |
ok |
business |
3844 |
<500 |
<7 |
4 |
male_single |
none |
4 |
unknown |
34 |
none |
free |
1 |
unskilled |
2 |
no |
yes |
bad |
| <200 |
27 |
ok_til_now |
business |
3915 |
<100 |
<4 |
4 |
male_single |
none |
2 |
car |
36 |
none |
own |
1 |
skilled |
2 |
yes |
yes |
bad |
| none |
6 |
ok_til_now |
television |
2108 |
<100 |
<7 |
2 |
male_married |
none |
2 |
real_estate |
29 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
45 |
ok_til_now |
television |
3031 |
<500 |
<4 |
4 |
male_single |
guarantor |
4 |
savings |
21 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
9 |
critical |
education |
1501 |
<100 |
>=7 |
2 |
female |
none |
3 |
car |
34 |
none |
own |
2 |
management |
1 |
yes |
yes |
bad |
| none |
6 |
critical |
television |
1382 |
<100 |
<4 |
1 |
female |
none |
1 |
car |
28 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
furniture |
951 |
<500 |
<1 |
4 |
female |
none |
4 |
car |
27 |
bank |
rent |
4 |
skilled |
1 |
no |
yes |
bad |
| <200 |
24 |
ok_til_now |
car_used |
2760 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
unknown |
36 |
bank |
free |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
18 |
past_delays |
furniture |
4297 |
<100 |
>=7 |
4 |
male_divorced |
none |
3 |
unknown |
40 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| none |
9 |
critical |
education |
936 |
<1000 |
>=7 |
4 |
male_single |
none |
2 |
car |
52 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
car_new |
1168 |
<100 |
<4 |
4 |
male_married |
none |
3 |
real_estate |
27 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
27 |
past_delays |
business |
5117 |
<100 |
<7 |
3 |
male_single |
none |
4 |
car |
26 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
retraining |
902 |
<100 |
<7 |
4 |
male_married |
none |
4 |
savings |
21 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
12 |
critical |
car_new |
1495 |
<100 |
>=7 |
4 |
male_single |
none |
1 |
real_estate |
38 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| <0 |
30 |
critical |
car_used |
10623 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
unknown |
38 |
none |
free |
3 |
management |
2 |
yes |
yes |
good |
| none |
12 |
critical |
furniture |
1935 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
43 |
none |
own |
3 |
skilled |
1 |
yes |
yes |
good |
| <200 |
12 |
critical |
appliances |
1424 |
<100 |
<7 |
4 |
male_single |
none |
3 |
savings |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
business |
6568 |
<100 |
<4 |
2 |
male_married |
none |
2 |
car |
21 |
stores |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
12 |
ok_til_now |
car_used |
1413 |
>=1000 |
<7 |
3 |
male_single |
none |
2 |
savings |
55 |
none |
own |
1 |
skilled |
1 |
no |
no |
good |
| none |
9 |
critical |
television |
3074 |
unknown |
<4 |
1 |
male_single |
none |
2 |
real_estate |
33 |
none |
own |
2 |
skilled |
2 |
no |
yes |
good |
| none |
36 |
ok_til_now |
television |
3835 |
unknown |
>=7 |
2 |
female |
none |
4 |
real_estate |
45 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
good |
| <0 |
27 |
ok |
business |
5293 |
<100 |
unemployed |
2 |
male_single |
none |
4 |
savings |
50 |
stores |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| >=200 |
30 |
past_delays |
business |
1908 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
66 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| none |
36 |
critical |
television |
3342 |
unknown |
>=7 |
4 |
male_single |
none |
2 |
car |
51 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
6 |
critical |
retraining |
932 |
unknown |
<7 |
1 |
female |
none |
3 |
savings |
39 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok |
business |
3104 |
<100 |
<7 |
3 |
male_single |
none |
1 |
savings |
31 |
bank |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
36 |
ok_til_now |
television |
3913 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
23 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
24 |
ok_til_now |
furniture |
3021 |
<100 |
<4 |
2 |
male_divorced |
none |
2 |
real_estate |
24 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
10 |
ok_til_now |
car_new |
1364 |
<100 |
<4 |
2 |
female |
none |
4 |
car |
64 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
625 |
<100 |
<1 |
4 |
male_married |
guarantor |
1 |
real_estate |
26 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
education |
1200 |
unknown |
<4 |
4 |
female |
none |
4 |
savings |
23 |
bank |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
television |
707 |
<100 |
<4 |
4 |
male_single |
none |
2 |
real_estate |
30 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
past_delays |
business |
2978 |
unknown |
<4 |
4 |
male_single |
none |
4 |
real_estate |
32 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| none |
15 |
ok_til_now |
car_used |
4657 |
<100 |
<4 |
3 |
male_single |
none |
2 |
car |
30 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
36 |
ok |
repairs |
2613 |
<100 |
<4 |
4 |
male_single |
none |
2 |
car |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
48 |
ok_til_now |
television |
10961 |
>=1000 |
<7 |
1 |
male_single |
co |
2 |
unknown |
27 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
12 |
ok_til_now |
furniture |
7865 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
53 |
none |
free |
1 |
management |
1 |
yes |
yes |
bad |
| none |
9 |
ok_til_now |
television |
1478 |
<100 |
<7 |
4 |
male_single |
none |
2 |
car |
22 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
furniture |
3149 |
<100 |
<1 |
4 |
male_single |
none |
1 |
unknown |
22 |
bank |
free |
1 |
skilled |
1 |
no |
yes |
good |
| >=200 |
36 |
ok_til_now |
television |
4210 |
<100 |
<4 |
4 |
male_single |
none |
2 |
car |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
9 |
ok_til_now |
car_new |
2507 |
<1000 |
>=7 |
2 |
male_single |
none |
4 |
unknown |
51 |
none |
free |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
12 |
ok_til_now |
television |
2141 |
<500 |
<7 |
3 |
male_single |
none |
1 |
unknown |
35 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
18 |
ok_til_now |
television |
866 |
<100 |
<4 |
4 |
male_married |
guarantor |
2 |
real_estate |
25 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
4 |
critical |
television |
1544 |
<100 |
<7 |
2 |
male_single |
none |
1 |
real_estate |
42 |
none |
own |
3 |
unskilled |
2 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
television |
1823 |
<100 |
unemployed |
4 |
male_single |
none |
2 |
car |
30 |
stores |
own |
1 |
management |
2 |
no |
yes |
bad |
| <200 |
6 |
ok_til_now |
car_new |
14555 |
unknown |
unemployed |
1 |
male_single |
none |
2 |
savings |
23 |
none |
own |
1 |
unemployed |
1 |
yes |
yes |
bad |
| <200 |
21 |
ok_til_now |
business |
2767 |
<500 |
>=7 |
4 |
male_divorced |
none |
2 |
car |
61 |
bank |
rent |
2 |
unskilled |
1 |
no |
yes |
bad |
| none |
12 |
critical |
television |
1291 |
<100 |
<4 |
4 |
female |
none |
2 |
savings |
35 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
30 |
ok_til_now |
television |
2522 |
<100 |
>=7 |
1 |
male_single |
guarantor |
3 |
savings |
39 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
car_new |
915 |
unknown |
>=7 |
4 |
female |
none |
2 |
car |
29 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
6 |
ok_til_now |
television |
1595 |
<100 |
<7 |
3 |
male_single |
none |
2 |
savings |
51 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
48 |
ok |
car_used |
4605 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
unknown |
24 |
none |
free |
2 |
skilled |
2 |
no |
yes |
bad |
| none |
12 |
critical |
business |
1185 |
<100 |
<4 |
3 |
female |
none |
2 |
real_estate |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
ok_at_this_bank |
retraining |
3447 |
<1000 |
<4 |
4 |
female |
none |
3 |
real_estate |
35 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| none |
24 |
ok_til_now |
business |
1258 |
<100 |
<7 |
4 |
male_single |
none |
1 |
real_estate |
25 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
critical |
television |
717 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
52 |
none |
own |
3 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
ok |
car_new |
1204 |
<500 |
<4 |
4 |
male_single |
none |
1 |
unknown |
35 |
bank |
rent |
1 |
skilled |
1 |
no |
no |
good |
| >=200 |
24 |
ok_til_now |
furniture |
1925 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
television |
433 |
<100 |
unemployed |
3 |
female |
co |
4 |
real_estate |
22 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
6 |
critical |
car_new |
666 |
>=1000 |
<7 |
3 |
female |
none |
4 |
real_estate |
39 |
none |
own |
2 |
unskilled |
1 |
yes |
yes |
good |
| >=200 |
12 |
ok_til_now |
furniture |
2251 |
<100 |
<4 |
1 |
female |
none |
2 |
car |
46 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
30 |
ok_til_now |
car_new |
2150 |
<100 |
<4 |
4 |
female |
guarantor |
2 |
unknown |
24 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
past_delays |
furniture |
4151 |
<500 |
<4 |
2 |
male_single |
none |
3 |
savings |
35 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
9 |
ok_til_now |
furniture |
2030 |
unknown |
<7 |
2 |
male_single |
none |
1 |
car |
24 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
60 |
past_delays |
television |
7418 |
unknown |
<4 |
1 |
male_single |
none |
1 |
real_estate |
27 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
24 |
critical |
television |
2684 |
<100 |
<4 |
4 |
male_single |
none |
2 |
real_estate |
35 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_at_this_bank |
television |
2149 |
<100 |
<4 |
4 |
male_divorced |
none |
1 |
unknown |
29 |
none |
free |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
15 |
ok_til_now |
car_used |
3812 |
<500 |
<1 |
1 |
female |
none |
4 |
car |
23 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
11 |
critical |
television |
1154 |
<500 |
unemployed |
4 |
female |
none |
4 |
real_estate |
57 |
none |
own |
3 |
unskilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
furniture |
1657 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
27 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
television |
1603 |
<100 |
>=7 |
4 |
female |
none |
4 |
car |
55 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
critical |
car_new |
5302 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
unknown |
36 |
none |
free |
3 |
management |
1 |
yes |
yes |
good |
| none |
12 |
critical |
education |
2748 |
<100 |
>=7 |
2 |
female |
none |
4 |
unknown |
57 |
bank |
free |
3 |
unskilled |
1 |
no |
yes |
good |
| none |
10 |
critical |
car_new |
1231 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
real_estate |
32 |
none |
own |
2 |
unskilled |
2 |
no |
no |
good |
| <200 |
15 |
ok_til_now |
television |
802 |
<100 |
>=7 |
4 |
male_single |
none |
3 |
car |
37 |
none |
own |
1 |
skilled |
2 |
no |
yes |
bad |
| none |
36 |
critical |
business |
6304 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
36 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
television |
1533 |
<100 |
<1 |
4 |
female |
none |
3 |
car |
38 |
stores |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
14 |
ok_til_now |
car_new |
8978 |
<100 |
>=7 |
1 |
male_divorced |
none |
4 |
savings |
45 |
none |
own |
1 |
management |
1 |
yes |
no |
bad |
| none |
24 |
ok_til_now |
television |
999 |
unknown |
>=7 |
4 |
male_single |
none |
2 |
car |
25 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
car_new |
2662 |
unknown |
<7 |
4 |
male_single |
none |
3 |
savings |
32 |
none |
own |
1 |
skilled |
1 |
no |
no |
good |
| none |
12 |
critical |
furniture |
1402 |
<1000 |
<7 |
3 |
female |
none |
4 |
car |
37 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
48 |
ok_at_this_bank |
car_new |
12169 |
unknown |
unemployed |
4 |
male_single |
co |
4 |
unknown |
36 |
none |
free |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
48 |
ok_til_now |
television |
3060 |
<100 |
<7 |
4 |
male_single |
none |
4 |
real_estate |
28 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| <0 |
30 |
ok_til_now |
repairs |
11998 |
<100 |
<1 |
1 |
male_divorced |
none |
1 |
unknown |
34 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
bad |
| none |
9 |
ok_til_now |
television |
2697 |
<100 |
<4 |
1 |
male_single |
none |
2 |
real_estate |
32 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| none |
18 |
critical |
television |
2404 |
<100 |
<4 |
2 |
female |
none |
2 |
car |
26 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
furniture |
1262 |
unknown |
>=7 |
2 |
male_divorced |
none |
4 |
savings |
49 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
good |
| none |
6 |
ok_til_now |
furniture |
4611 |
<100 |
<1 |
1 |
female |
none |
4 |
savings |
32 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
ok_til_now |
television |
1901 |
<500 |
<4 |
4 |
male_single |
none |
4 |
car |
29 |
none |
rent |
1 |
management |
1 |
yes |
yes |
good |
| none |
15 |
critical |
car_used |
3368 |
>=1000 |
>=7 |
3 |
male_single |
none |
4 |
unknown |
23 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
furniture |
1574 |
<100 |
<4 |
4 |
male_single |
none |
2 |
real_estate |
50 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| >=200 |
18 |
ok_at_this_bank |
television |
1445 |
unknown |
<7 |
4 |
male_single |
none |
4 |
car |
49 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
15 |
critical |
furniture |
1520 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
savings |
63 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
24 |
critical |
car_new |
3878 |
<500 |
<1 |
4 |
male_divorced |
none |
2 |
car |
37 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
47 |
ok_til_now |
car_new |
10722 |
<100 |
<1 |
1 |
female |
none |
1 |
real_estate |
35 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
good |
| <0 |
48 |
ok_til_now |
car_used |
4788 |
<100 |
<7 |
4 |
male_single |
none |
3 |
savings |
26 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <200 |
48 |
past_delays |
others |
7582 |
<500 |
unemployed |
2 |
male_single |
none |
4 |
unknown |
31 |
none |
free |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
1092 |
<100 |
<4 |
4 |
female |
guarantor |
4 |
real_estate |
49 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
24 |
past_delays |
television |
1024 |
<100 |
<1 |
4 |
male_married |
none |
4 |
real_estate |
48 |
stores |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
12 |
ok_til_now |
business |
1076 |
<100 |
<4 |
2 |
male_married |
none |
2 |
real_estate |
26 |
none |
own |
1 |
skilled |
1 |
yes |
no |
good |
| <200 |
36 |
ok_til_now |
car_used |
9398 |
<100 |
<1 |
1 |
male_married |
none |
4 |
car |
28 |
none |
rent |
1 |
management |
1 |
yes |
yes |
bad |
| <0 |
24 |
critical |
car_used |
6419 |
<100 |
>=7 |
2 |
female |
none |
4 |
unknown |
44 |
none |
free |
2 |
management |
2 |
yes |
yes |
good |
| >=200 |
42 |
critical |
car_used |
4796 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
56 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| none |
48 |
critical |
business |
7629 |
unknown |
>=7 |
4 |
male_divorced |
none |
2 |
car |
46 |
bank |
own |
2 |
management |
2 |
no |
yes |
good |
| <200 |
48 |
ok_til_now |
furniture |
9960 |
<100 |
<1 |
1 |
female |
none |
2 |
car |
26 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
12 |
ok_til_now |
car_used |
4675 |
unknown |
<1 |
1 |
female |
none |
4 |
car |
20 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| none |
10 |
ok_til_now |
car_new |
1287 |
unknown |
>=7 |
4 |
male_single |
co |
2 |
savings |
45 |
none |
own |
1 |
unskilled |
1 |
no |
no |
good |
| none |
18 |
ok_til_now |
furniture |
2515 |
<100 |
<4 |
3 |
male_single |
none |
4 |
real_estate |
43 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
21 |
critical |
furniture |
2745 |
>=1000 |
<7 |
3 |
male_single |
none |
2 |
car |
32 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
6 |
ok_til_now |
car_new |
672 |
<100 |
unemployed |
1 |
female |
none |
4 |
real_estate |
54 |
none |
own |
1 |
unemployed |
1 |
yes |
yes |
good |
| <200 |
36 |
ok |
television |
3804 |
<100 |
<4 |
4 |
female |
none |
1 |
car |
42 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| >=200 |
24 |
critical |
car_new |
1344 |
unknown |
<7 |
4 |
male_single |
none |
2 |
real_estate |
37 |
bank |
own |
2 |
unskilled |
2 |
no |
yes |
bad |
| <0 |
10 |
critical |
car_new |
1038 |
<100 |
<7 |
4 |
male_single |
co |
3 |
savings |
49 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
48 |
critical |
car_new |
10127 |
<1000 |
<4 |
2 |
male_single |
none |
2 |
unknown |
44 |
bank |
free |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
6 |
ok_til_now |
furniture |
1543 |
>=1000 |
<4 |
4 |
male_divorced |
none |
2 |
real_estate |
33 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
30 |
ok_til_now |
car_used |
4811 |
unknown |
<7 |
2 |
female |
none |
4 |
savings |
24 |
stores |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
television |
727 |
<500 |
<1 |
4 |
male_married |
none |
3 |
unknown |
33 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
bad |
| <200 |
8 |
ok_til_now |
furniture |
1237 |
<100 |
<4 |
3 |
female |
none |
4 |
real_estate |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
9 |
ok_til_now |
car_new |
276 |
<100 |
<4 |
4 |
male_married |
none |
4 |
real_estate |
22 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
48 |
ok_til_now |
others |
5381 |
unknown |
unemployed |
3 |
male_single |
none |
4 |
unknown |
40 |
bank |
free |
1 |
unemployed |
1 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
furniture |
5511 |
<500 |
<4 |
4 |
male_single |
none |
1 |
car |
25 |
stores |
own |
1 |
skilled |
1 |
no |
yes |
good |
| >=200 |
24 |
ok_til_now |
furniture |
3749 |
<100 |
<1 |
2 |
female |
none |
4 |
car |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
car_new |
685 |
<100 |
<7 |
2 |
male_married |
none |
3 |
car |
25 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| >=200 |
4 |
ok_til_now |
car_new |
1494 |
unknown |
<1 |
1 |
male_single |
none |
2 |
real_estate |
29 |
none |
own |
1 |
unskilled |
2 |
no |
no |
good |
| <0 |
36 |
ok_at_this_bank |
furniture |
2746 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
31 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
12 |
ok_til_now |
furniture |
708 |
<100 |
<4 |
2 |
male_single |
guarantor |
3 |
savings |
38 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
furniture |
4351 |
unknown |
<4 |
1 |
female |
none |
4 |
savings |
48 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
good |
| none |
12 |
critical |
education |
701 |
<100 |
<4 |
4 |
male_single |
none |
2 |
car |
32 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
15 |
past_delays |
furniture |
3643 |
<100 |
>=7 |
1 |
female |
none |
4 |
savings |
27 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <200 |
30 |
critical |
car_new |
4249 |
<100 |
unemployed |
4 |
male_married |
none |
2 |
car |
28 |
none |
own |
2 |
management |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
television |
1938 |
<100 |
<1 |
4 |
male_divorced |
none |
3 |
savings |
32 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
car_used |
2910 |
<100 |
<7 |
2 |
male_single |
none |
1 |
unknown |
34 |
none |
free |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
18 |
ok_til_now |
furniture |
2659 |
>=1000 |
<4 |
4 |
male_single |
none |
2 |
car |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
critical |
car_new |
1028 |
<100 |
<4 |
4 |
female |
none |
3 |
real_estate |
36 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
8 |
critical |
car_new |
3398 |
<100 |
<7 |
1 |
male_single |
none |
4 |
real_estate |
39 |
none |
own |
2 |
unskilled |
1 |
no |
no |
good |
| none |
12 |
critical |
furniture |
5801 |
unknown |
>=7 |
2 |
male_single |
none |
4 |
savings |
49 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
car_new |
1525 |
>=1000 |
<7 |
4 |
female |
none |
3 |
car |
34 |
none |
own |
1 |
skilled |
2 |
yes |
yes |
good |
| >=200 |
36 |
ok_til_now |
television |
4473 |
<100 |
>=7 |
4 |
male_single |
none |
2 |
car |
31 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
6 |
ok_til_now |
television |
1068 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
28 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
24 |
critical |
car_used |
6615 |
<100 |
unemployed |
2 |
male_single |
none |
4 |
unknown |
75 |
none |
free |
2 |
management |
1 |
yes |
yes |
good |
| none |
18 |
critical |
education |
1864 |
<500 |
<4 |
4 |
female |
none |
2 |
real_estate |
30 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
60 |
ok_til_now |
car_new |
7408 |
<500 |
<1 |
4 |
female |
none |
2 |
savings |
24 |
none |
own |
1 |
management |
1 |
no |
yes |
bad |
| none |
48 |
critical |
car_used |
11590 |
<500 |
<4 |
2 |
female |
none |
4 |
car |
24 |
bank |
rent |
2 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok |
furniture |
4110 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
unknown |
23 |
bank |
rent |
2 |
skilled |
2 |
no |
yes |
bad |
| <0 |
6 |
critical |
furniture |
3384 |
<100 |
<4 |
1 |
male_divorced |
none |
4 |
real_estate |
44 |
none |
rent |
1 |
management |
1 |
yes |
yes |
bad |
| <200 |
13 |
ok_til_now |
television |
2101 |
<100 |
<1 |
2 |
female |
guarantor |
4 |
savings |
23 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
15 |
ok_til_now |
appliances |
1275 |
unknown |
<4 |
4 |
female |
none |
2 |
car |
24 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
furniture |
4169 |
<100 |
<4 |
4 |
male_single |
none |
4 |
savings |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
10 |
ok_til_now |
furniture |
1521 |
<100 |
<4 |
4 |
male_divorced |
none |
2 |
car |
31 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
24 |
critical |
education |
5743 |
<100 |
<1 |
2 |
female |
none |
4 |
unknown |
24 |
none |
free |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
21 |
ok_til_now |
furniture |
3599 |
<100 |
<7 |
1 |
female |
none |
4 |
car |
26 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
18 |
ok_til_now |
television |
3213 |
<1000 |
<1 |
1 |
male_married |
none |
3 |
real_estate |
25 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
18 |
ok_til_now |
business |
4439 |
<100 |
>=7 |
1 |
male_single |
co |
1 |
real_estate |
33 |
bank |
own |
1 |
management |
1 |
yes |
yes |
good |
| >=200 |
10 |
ok_til_now |
car_new |
3949 |
<100 |
<1 |
1 |
male_single |
guarantor |
1 |
savings |
37 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| none |
15 |
critical |
television |
1459 |
<100 |
<4 |
4 |
female |
none |
2 |
car |
43 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
13 |
critical |
television |
882 |
<100 |
<1 |
4 |
male_single |
guarantor |
4 |
real_estate |
23 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
television |
3758 |
<1000 |
unemployed |
1 |
female |
none |
4 |
unknown |
23 |
none |
rent |
1 |
unemployed |
1 |
no |
yes |
good |
| none |
6 |
past_delays |
business |
1743 |
<500 |
<4 |
1 |
male_single |
none |
2 |
real_estate |
34 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <200 |
9 |
critical |
education |
1136 |
>=1000 |
>=7 |
4 |
male_single |
none |
3 |
unknown |
32 |
none |
free |
2 |
skilled |
2 |
no |
yes |
bad |
| none |
9 |
ok_til_now |
appliances |
1236 |
<100 |
<1 |
1 |
female |
none |
4 |
real_estate |
23 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
9 |
ok_til_now |
furniture |
959 |
<100 |
<4 |
1 |
female |
none |
2 |
car |
29 |
none |
own |
1 |
skilled |
1 |
no |
no |
bad |
| none |
18 |
critical |
car_used |
3229 |
unknown |
unemployed |
2 |
male_single |
none |
4 |
unknown |
38 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
12 |
ok |
television |
6199 |
<100 |
<4 |
4 |
male_single |
none |
2 |
savings |
28 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
bad |
| none |
10 |
ok_til_now |
education |
727 |
<1000 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
46 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
24 |
ok_til_now |
car_new |
1246 |
<100 |
<1 |
4 |
male_single |
none |
2 |
real_estate |
23 |
stores |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
12 |
critical |
television |
2331 |
unknown |
>=7 |
1 |
male_single |
co |
4 |
real_estate |
49 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
36 |
past_delays |
television |
4463 |
<100 |
<4 |
4 |
male_single |
none |
2 |
car |
26 |
none |
own |
2 |
management |
1 |
yes |
yes |
bad |
| none |
12 |
ok_til_now |
television |
776 |
<100 |
<4 |
4 |
male_married |
none |
2 |
real_estate |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
30 |
ok_til_now |
furniture |
2406 |
<100 |
<7 |
4 |
female |
none |
4 |
real_estate |
23 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
18 |
ok_til_now |
education |
1239 |
unknown |
<4 |
4 |
male_single |
none |
4 |
unknown |
61 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| >=200 |
12 |
ok_til_now |
television |
3399 |
unknown |
>=7 |
2 |
male_single |
none |
3 |
car |
37 |
none |
own |
1 |
management |
1 |
no |
yes |
good |
| >=200 |
12 |
past_delays |
car_new |
2247 |
<100 |
<4 |
2 |
female |
none |
2 |
car |
36 |
stores |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
6 |
ok_til_now |
furniture |
1766 |
<100 |
<4 |
1 |
male_married |
none |
2 |
savings |
21 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
furniture |
2473 |
<100 |
unemployed |
4 |
male_single |
none |
1 |
car |
25 |
none |
own |
1 |
unemployed |
1 |
no |
yes |
bad |
| none |
12 |
ok_til_now |
business |
1542 |
<100 |
<7 |
2 |
male_single |
none |
4 |
car |
36 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
18 |
critical |
car_used |
3850 |
<100 |
<7 |
3 |
male_single |
none |
1 |
car |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
furniture |
3650 |
<100 |
<1 |
1 |
female |
none |
4 |
car |
22 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
furniture |
3446 |
<100 |
>=7 |
4 |
male_single |
none |
2 |
car |
42 |
none |
own |
1 |
skilled |
2 |
no |
yes |
bad |
| <200 |
18 |
ok_til_now |
furniture |
3001 |
<100 |
<7 |
2 |
female |
none |
4 |
real_estate |
40 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| none |
36 |
ok_til_now |
car_new |
3079 |
unknown |
<4 |
4 |
male_single |
none |
4 |
real_estate |
36 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
critical |
television |
6070 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
car |
33 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
10 |
critical |
furniture |
2146 |
<100 |
<1 |
1 |
female |
none |
3 |
real_estate |
23 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
good |
| none |
60 |
critical |
car_new |
13756 |
unknown |
>=7 |
2 |
male_single |
none |
4 |
unknown |
63 |
bank |
free |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
60 |
ok_at_this_bank |
others |
14782 |
<500 |
>=7 |
3 |
female |
none |
4 |
unknown |
60 |
bank |
free |
2 |
management |
1 |
yes |
yes |
bad |
| <0 |
48 |
ok_at_this_bank |
business |
7685 |
<100 |
<7 |
2 |
female |
guarantor |
4 |
car |
37 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
18 |
past_delays |
television |
2320 |
<100 |
unemployed |
2 |
male_married |
none |
3 |
real_estate |
34 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
7 |
past_delays |
television |
846 |
unknown |
>=7 |
3 |
male_single |
none |
4 |
unknown |
36 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
36 |
ok_til_now |
car_new |
14318 |
<100 |
>=7 |
4 |
male_single |
none |
2 |
unknown |
57 |
none |
free |
1 |
management |
1 |
yes |
yes |
bad |
| none |
6 |
critical |
car_new |
362 |
<500 |
<4 |
4 |
female |
none |
4 |
car |
52 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
20 |
ok_til_now |
furniture |
2212 |
unknown |
<7 |
4 |
male_single |
none |
4 |
car |
39 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
18 |
ok_til_now |
car_used |
12976 |
<100 |
unemployed |
3 |
female |
none |
4 |
unknown |
38 |
none |
free |
1 |
management |
1 |
yes |
yes |
bad |
| none |
22 |
ok_til_now |
car_new |
1283 |
unknown |
<7 |
4 |
female |
none |
4 |
savings |
25 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| >=200 |
12 |
ok_til_now |
car_new |
1330 |
<100 |
<1 |
4 |
male_single |
none |
1 |
real_estate |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
30 |
past_delays |
business |
4272 |
<500 |
<4 |
2 |
male_single |
none |
2 |
savings |
26 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
18 |
critical |
television |
2238 |
<100 |
<4 |
2 |
female |
none |
1 |
car |
25 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
television |
1126 |
unknown |
<1 |
4 |
female |
none |
2 |
real_estate |
21 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
18 |
critical |
furniture |
7374 |
<100 |
unemployed |
4 |
male_single |
none |
4 |
savings |
40 |
stores |
own |
2 |
management |
1 |
yes |
yes |
good |
| <200 |
15 |
critical |
business |
2326 |
<1000 |
<4 |
2 |
male_single |
none |
4 |
car |
27 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
9 |
ok_til_now |
business |
1449 |
<100 |
<7 |
3 |
female |
none |
2 |
car |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
car_new |
1820 |
<100 |
<4 |
2 |
male_married |
none |
2 |
savings |
30 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
furniture |
983 |
>=1000 |
<1 |
1 |
female |
none |
4 |
real_estate |
19 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
car_new |
3249 |
<100 |
<7 |
2 |
male_single |
none |
4 |
unknown |
39 |
bank |
free |
1 |
management |
2 |
yes |
yes |
good |
| <0 |
6 |
critical |
television |
1957 |
<100 |
<7 |
1 |
female |
none |
4 |
car |
31 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
9 |
critical |
furniture |
2406 |
<100 |
unemployed |
2 |
male_single |
none |
3 |
car |
31 |
none |
own |
1 |
management |
1 |
no |
yes |
good |
| <200 |
39 |
past_delays |
education |
11760 |
<500 |
<7 |
2 |
male_single |
none |
3 |
unknown |
32 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
furniture |
2578 |
<100 |
unemployed |
3 |
female |
none |
4 |
unknown |
55 |
none |
free |
1 |
management |
1 |
no |
yes |
good |
| <0 |
36 |
critical |
furniture |
2348 |
<100 |
<4 |
3 |
male_married |
none |
2 |
savings |
46 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
car_new |
1223 |
<100 |
>=7 |
1 |
male_divorced |
none |
1 |
real_estate |
46 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
critical |
television |
1516 |
>=1000 |
<4 |
4 |
female |
none |
1 |
real_estate |
43 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
television |
1473 |
<100 |
<1 |
3 |
male_married |
none |
4 |
real_estate |
39 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
18 |
critical |
business |
1887 |
unknown |
<4 |
4 |
male_married |
none |
4 |
real_estate |
28 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
past_delays |
business |
8648 |
<100 |
<1 |
2 |
male_single |
none |
2 |
car |
27 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| none |
14 |
past_delays |
car_new |
802 |
<100 |
<4 |
4 |
male_single |
none |
2 |
car |
27 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <200 |
18 |
past_delays |
car_new |
2899 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
car |
43 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
television |
2039 |
<100 |
<1 |
1 |
male_married |
none |
1 |
savings |
22 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
24 |
critical |
car_used |
2197 |
unknown |
<7 |
4 |
male_single |
none |
4 |
car |
43 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <0 |
15 |
ok_til_now |
television |
1053 |
<100 |
<1 |
4 |
male_married |
none |
2 |
real_estate |
27 |
none |
own |
1 |
skilled |
1 |
no |
no |
good |
| none |
24 |
ok_til_now |
television |
3235 |
<1000 |
>=7 |
3 |
male_divorced |
none |
2 |
car |
26 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| >=200 |
12 |
critical |
car_new |
939 |
<1000 |
<7 |
4 |
male_married |
none |
2 |
real_estate |
28 |
none |
own |
3 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
24 |
ok_til_now |
television |
1967 |
<100 |
>=7 |
4 |
female |
none |
4 |
car |
20 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
33 |
critical |
car_used |
7253 |
<100 |
<7 |
3 |
male_single |
none |
2 |
car |
35 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| none |
12 |
critical |
business |
2292 |
<100 |
unemployed |
4 |
male_single |
none |
2 |
car |
42 |
stores |
own |
2 |
management |
1 |
yes |
yes |
bad |
| none |
10 |
ok_til_now |
car_new |
1597 |
<1000 |
<4 |
3 |
male_single |
none |
2 |
unknown |
40 |
none |
rent |
1 |
unskilled |
2 |
no |
no |
good |
| <0 |
24 |
ok_til_now |
car_new |
1381 |
unknown |
<4 |
4 |
female |
none |
2 |
savings |
35 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
36 |
critical |
car_used |
5842 |
<100 |
>=7 |
2 |
male_single |
none |
2 |
savings |
35 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
car_new |
2579 |
<100 |
<1 |
4 |
male_single |
none |
1 |
real_estate |
33 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
bad |
| <0 |
18 |
past_delays |
education |
8471 |
unknown |
<4 |
1 |
female |
none |
2 |
car |
23 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
21 |
ok_til_now |
car_new |
2782 |
<1000 |
<7 |
1 |
female |
none |
2 |
car |
31 |
bank |
own |
1 |
management |
1 |
no |
yes |
good |
| <200 |
18 |
ok_til_now |
car_new |
1042 |
unknown |
<4 |
4 |
female |
none |
2 |
savings |
33 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
15 |
ok_til_now |
car_new |
3186 |
>=1000 |
<7 |
2 |
female |
none |
3 |
car |
20 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
car_used |
2028 |
unknown |
<4 |
4 |
male_single |
none |
2 |
car |
30 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
critical |
car_new |
958 |
<100 |
<7 |
2 |
male_single |
none |
3 |
real_estate |
47 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| none |
21 |
past_delays |
furniture |
1591 |
<500 |
<7 |
4 |
male_single |
none |
3 |
real_estate |
34 |
none |
own |
2 |
management |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
furniture |
2762 |
unknown |
>=7 |
1 |
female |
none |
2 |
savings |
25 |
bank |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
18 |
ok_til_now |
car_used |
2779 |
<100 |
<4 |
1 |
male_married |
none |
3 |
car |
21 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
28 |
critical |
television |
2743 |
<100 |
>=7 |
4 |
male_single |
none |
2 |
car |
29 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
critical |
television |
1149 |
>=1000 |
<4 |
4 |
male_single |
none |
3 |
real_estate |
46 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
9 |
ok_til_now |
furniture |
1313 |
<100 |
>=7 |
1 |
male_single |
none |
4 |
car |
20 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
critical |
repairs |
1190 |
<100 |
unemployed |
2 |
female |
none |
4 |
unknown |
55 |
none |
free |
3 |
unemployed |
2 |
no |
yes |
bad |
| none |
5 |
ok_til_now |
business |
3448 |
<100 |
<7 |
1 |
male_single |
none |
4 |
real_estate |
74 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
others |
11328 |
<100 |
<4 |
2 |
male_single |
co |
3 |
car |
29 |
bank |
own |
2 |
management |
1 |
yes |
yes |
bad |
| <0 |
6 |
critical |
furniture |
1872 |
<100 |
unemployed |
4 |
male_single |
none |
4 |
unknown |
36 |
none |
free |
3 |
management |
1 |
yes |
yes |
good |
| none |
24 |
critical |
repairs |
2058 |
<100 |
<4 |
4 |
male_divorced |
none |
2 |
real_estate |
33 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
9 |
ok_til_now |
furniture |
2136 |
<100 |
<4 |
3 |
male_single |
none |
2 |
real_estate |
25 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
1484 |
unknown |
<4 |
2 |
male_married |
none |
1 |
real_estate |
25 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
6 |
ok_til_now |
repairs |
660 |
<1000 |
<7 |
2 |
male_married |
none |
4 |
real_estate |
23 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
24 |
critical |
car_new |
1287 |
>=1000 |
>=7 |
4 |
female |
none |
4 |
real_estate |
37 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
42 |
critical |
repairs |
3394 |
<100 |
unemployed |
4 |
male_single |
co |
4 |
car |
65 |
none |
own |
2 |
unemployed |
1 |
no |
yes |
good |
| >=200 |
12 |
ok_at_this_bank |
business |
609 |
<100 |
<1 |
4 |
female |
none |
1 |
real_estate |
26 |
none |
own |
1 |
unemployed |
1 |
no |
yes |
bad |
| none |
12 |
ok_til_now |
car_new |
1884 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
39 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
furniture |
1620 |
<100 |
<4 |
2 |
female |
co |
3 |
savings |
30 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
20 |
past_delays |
others |
2629 |
<100 |
<4 |
2 |
male_single |
none |
3 |
car |
29 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
education |
719 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
41 |
bank |
own |
1 |
unskilled |
2 |
no |
yes |
bad |
| <200 |
48 |
critical |
furniture |
5096 |
<100 |
<4 |
2 |
female |
none |
3 |
car |
30 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| none |
9 |
critical |
education |
1244 |
unknown |
>=7 |
4 |
female |
none |
4 |
savings |
41 |
none |
rent |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
car_new |
1842 |
<100 |
<1 |
4 |
female |
none |
4 |
car |
34 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
7 |
ok_til_now |
television |
2576 |
<100 |
<4 |
2 |
male_single |
guarantor |
2 |
real_estate |
35 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| >=200 |
12 |
ok_til_now |
furniture |
1424 |
unknown |
>=7 |
3 |
female |
none |
4 |
real_estate |
55 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
15 |
past_delays |
repairs |
1512 |
>=1000 |
<4 |
3 |
male_married |
none |
3 |
savings |
61 |
stores |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
36 |
critical |
car_used |
11054 |
unknown |
<4 |
4 |
male_single |
none |
2 |
car |
30 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| none |
6 |
ok_til_now |
television |
518 |
<100 |
<4 |
3 |
female |
none |
1 |
real_estate |
29 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
ok |
furniture |
2759 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
savings |
34 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
car_used |
2670 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
35 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
24 |
ok_til_now |
car_new |
4817 |
<100 |
<7 |
2 |
male_single |
co |
3 |
savings |
31 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
24 |
ok_til_now |
car_used |
2679 |
<100 |
<1 |
4 |
female |
none |
1 |
unknown |
29 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
11 |
critical |
car_new |
3905 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
36 |
none |
rent |
2 |
skilled |
2 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
car_used |
3386 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
unknown |
35 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
6 |
ok_til_now |
appliances |
343 |
<100 |
<1 |
4 |
female |
none |
1 |
real_estate |
27 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
television |
4594 |
<100 |
<1 |
3 |
male_single |
none |
2 |
car |
32 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
36 |
ok_til_now |
furniture |
3620 |
<100 |
<4 |
1 |
male_single |
guarantor |
2 |
savings |
37 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
15 |
ok_til_now |
car_new |
1721 |
<100 |
<1 |
2 |
male_single |
none |
3 |
real_estate |
36 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
furniture |
3017 |
<100 |
<1 |
3 |
female |
none |
1 |
real_estate |
34 |
none |
rent |
1 |
management |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
retraining |
754 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
savings |
38 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
business |
1950 |
<100 |
<7 |
4 |
male_single |
none |
1 |
car |
34 |
stores |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
24 |
ok_til_now |
car_used |
2924 |
<100 |
<4 |
3 |
male_single |
guarantor |
4 |
unknown |
63 |
bank |
own |
1 |
skilled |
2 |
yes |
yes |
good |
| <0 |
24 |
past_delays |
television |
1659 |
<100 |
<1 |
4 |
female |
none |
2 |
car |
29 |
none |
rent |
1 |
unskilled |
1 |
yes |
yes |
bad |
| none |
48 |
past_delays |
television |
7238 |
unknown |
>=7 |
3 |
male_single |
none |
3 |
car |
32 |
bank |
own |
2 |
skilled |
2 |
no |
yes |
good |
| none |
33 |
past_delays |
business |
2764 |
<100 |
<4 |
2 |
female |
none |
2 |
car |
26 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
past_delays |
car_used |
4679 |
<100 |
<7 |
3 |
male_single |
none |
3 |
car |
35 |
none |
own |
2 |
unskilled |
1 |
yes |
yes |
good |
| <200 |
24 |
ok_til_now |
television |
3092 |
<500 |
<1 |
3 |
male_married |
none |
2 |
car |
22 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
6 |
ok_til_now |
education |
448 |
<100 |
<1 |
4 |
female |
none |
4 |
savings |
23 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
9 |
ok_til_now |
car_new |
654 |
<100 |
<4 |
4 |
male_single |
none |
3 |
car |
28 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
6 |
ok_til_now |
retraining |
1238 |
unknown |
unemployed |
4 |
male_single |
none |
4 |
savings |
36 |
none |
own |
1 |
management |
2 |
yes |
yes |
good |
| <200 |
18 |
critical |
television |
1245 |
<100 |
<4 |
4 |
male_married |
none |
2 |
car |
33 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
18 |
ok |
furniture |
3114 |
<100 |
<1 |
1 |
female |
none |
4 |
savings |
26 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
39 |
ok_til_now |
car_used |
2569 |
<1000 |
<4 |
4 |
male_single |
none |
4 |
car |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| >=200 |
24 |
ok_til_now |
television |
5152 |
<100 |
<7 |
4 |
male_single |
none |
2 |
car |
25 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
business |
1037 |
<500 |
<7 |
3 |
male_single |
none |
4 |
real_estate |
39 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
15 |
critical |
furniture |
1478 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
44 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <200 |
12 |
critical |
television |
3573 |
<100 |
<4 |
1 |
female |
none |
1 |
real_estate |
23 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
car_new |
1201 |
<100 |
<1 |
4 |
male_single |
none |
1 |
savings |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
30 |
ok_til_now |
furniture |
3622 |
>=1000 |
>=7 |
4 |
female |
none |
4 |
savings |
57 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
15 |
past_delays |
furniture |
960 |
>=1000 |
<7 |
3 |
female |
none |
2 |
savings |
30 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
critical |
car_new |
1163 |
<1000 |
<4 |
4 |
male_single |
none |
4 |
real_estate |
44 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
6 |
past_delays |
car_new |
1209 |
<100 |
unemployed |
4 |
male_single |
none |
4 |
savings |
47 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| none |
12 |
ok_til_now |
television |
3077 |
<100 |
<4 |
2 |
male_single |
none |
4 |
car |
52 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
car_new |
3757 |
<100 |
>=7 |
4 |
female |
co |
4 |
unknown |
62 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
10 |
ok_til_now |
car_new |
1418 |
<500 |
<4 |
3 |
male_single |
none |
2 |
real_estate |
35 |
none |
rent |
1 |
unskilled |
1 |
no |
no |
good |
| none |
6 |
ok_til_now |
car_new |
3518 |
<100 |
<4 |
2 |
male_single |
guarantor |
3 |
savings |
26 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
critical |
television |
1934 |
<100 |
>=7 |
2 |
male_single |
none |
2 |
unknown |
26 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
27 |
ok |
business |
8318 |
<100 |
>=7 |
2 |
female |
none |
4 |
unknown |
42 |
none |
free |
2 |
management |
1 |
yes |
yes |
bad |
| none |
6 |
critical |
television |
1237 |
<500 |
<4 |
1 |
female |
none |
1 |
savings |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
6 |
ok_til_now |
television |
368 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
savings |
38 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
critical |
car_new |
2122 |
<100 |
<4 |
3 |
male_single |
none |
2 |
real_estate |
39 |
none |
rent |
2 |
unskilled |
2 |
no |
no |
good |
| <0 |
24 |
ok_til_now |
furniture |
2996 |
unknown |
<4 |
2 |
male_married |
none |
4 |
car |
20 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
36 |
ok_til_now |
furniture |
9034 |
<500 |
<1 |
4 |
male_single |
co |
1 |
unknown |
29 |
none |
rent |
1 |
management |
1 |
yes |
yes |
bad |
| none |
24 |
critical |
furniture |
1585 |
<100 |
<7 |
4 |
male_single |
none |
3 |
savings |
40 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
18 |
ok_til_now |
television |
1301 |
<100 |
>=7 |
4 |
male_married |
guarantor |
2 |
real_estate |
32 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| >=200 |
6 |
critical |
car_new |
1323 |
<500 |
>=7 |
2 |
male_divorced |
none |
4 |
car |
28 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <0 |
24 |
ok_til_now |
car_new |
3123 |
<100 |
<1 |
4 |
female |
none |
1 |
savings |
27 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
36 |
ok_til_now |
car_used |
5493 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
unknown |
42 |
none |
free |
1 |
skilled |
2 |
no |
yes |
good |
| >=200 |
9 |
ok_til_now |
television |
1126 |
<500 |
>=7 |
2 |
male_divorced |
none |
4 |
real_estate |
49 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
24 |
critical |
television |
1216 |
<500 |
<1 |
4 |
male_single |
none |
4 |
unknown |
38 |
bank |
own |
2 |
skilled |
2 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
car_new |
1207 |
<100 |
<1 |
4 |
female |
none |
4 |
savings |
24 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
10 |
ok_til_now |
car_new |
1309 |
unknown |
<4 |
4 |
male_single |
guarantor |
4 |
savings |
27 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| >=200 |
15 |
critical |
car_used |
2360 |
<1000 |
<4 |
2 |
male_single |
none |
2 |
car |
36 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
15 |
ok_at_this_bank |
car_new |
6850 |
<500 |
unemployed |
1 |
male_single |
none |
2 |
savings |
34 |
none |
own |
1 |
management |
2 |
yes |
yes |
bad |
| none |
24 |
ok_til_now |
television |
1413 |
<100 |
<4 |
4 |
male_married |
none |
2 |
savings |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
39 |
ok_til_now |
car_used |
8588 |
<500 |
>=7 |
4 |
male_single |
none |
2 |
car |
45 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
car_new |
759 |
<100 |
<7 |
4 |
male_single |
none |
2 |
real_estate |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
36 |
ok_til_now |
car_used |
4686 |
<100 |
<4 |
2 |
male_single |
none |
2 |
unknown |
32 |
none |
free |
1 |
management |
1 |
yes |
yes |
good |
| >=200 |
15 |
ok_til_now |
business |
2687 |
<100 |
<7 |
2 |
male_single |
none |
4 |
savings |
26 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
12 |
past_delays |
television |
585 |
<100 |
<4 |
4 |
male_married |
co |
4 |
real_estate |
20 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
car_new |
2255 |
unknown |
<1 |
4 |
male_single |
none |
1 |
savings |
54 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
6 |
critical |
car_new |
609 |
<100 |
<7 |
4 |
female |
none |
3 |
savings |
37 |
none |
own |
2 |
skilled |
1 |
no |
no |
good |
| <0 |
6 |
critical |
car_new |
1361 |
<100 |
<1 |
2 |
male_single |
none |
4 |
real_estate |
40 |
none |
own |
1 |
unskilled |
2 |
no |
no |
good |
| none |
36 |
critical |
furniture |
7127 |
<100 |
<1 |
2 |
female |
none |
4 |
savings |
23 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
6 |
ok_til_now |
car_new |
1203 |
<500 |
>=7 |
3 |
male_single |
none |
2 |
savings |
43 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
6 |
critical |
television |
700 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
unknown |
36 |
none |
free |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
critical |
repairs |
5507 |
<100 |
>=7 |
3 |
male_single |
none |
4 |
unknown |
44 |
none |
free |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
television |
3190 |
<100 |
<4 |
2 |
female |
none |
2 |
real_estate |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
48 |
ok |
furniture |
7119 |
<100 |
<4 |
3 |
male_single |
none |
4 |
unknown |
53 |
none |
free |
2 |
skilled |
2 |
no |
yes |
bad |
| none |
24 |
ok_til_now |
car_used |
3488 |
<500 |
<7 |
3 |
female |
none |
4 |
car |
23 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
18 |
ok_til_now |
television |
1113 |
<100 |
<4 |
4 |
female |
guarantor |
4 |
real_estate |
26 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <200 |
26 |
ok_til_now |
car_used |
7966 |
<100 |
<1 |
2 |
male_single |
none |
3 |
car |
30 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
15 |
critical |
education |
1532 |
<500 |
<4 |
4 |
female |
none |
3 |
car |
31 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
4 |
critical |
television |
1503 |
<100 |
<7 |
2 |
male_single |
none |
1 |
real_estate |
42 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
television |
2302 |
<100 |
<4 |
4 |
male_divorced |
none |
4 |
car |
31 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
6 |
ok_til_now |
car_new |
662 |
<100 |
<1 |
3 |
male_single |
none |
4 |
real_estate |
41 |
none |
own |
1 |
unskilled |
2 |
yes |
yes |
good |
| <200 |
36 |
ok_til_now |
education |
2273 |
<100 |
<7 |
3 |
male_single |
none |
1 |
car |
32 |
none |
own |
2 |
skilled |
2 |
no |
yes |
good |
| <200 |
15 |
ok_til_now |
car_new |
2631 |
<500 |
<4 |
2 |
female |
none |
4 |
car |
28 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
bad |
| none |
12 |
past_delays |
car_used |
1503 |
<100 |
<4 |
4 |
male_married |
none |
4 |
real_estate |
41 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
television |
1311 |
<500 |
<7 |
4 |
male_married |
none |
3 |
savings |
26 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
television |
3105 |
unknown |
<1 |
4 |
male_single |
none |
2 |
car |
25 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| >=200 |
21 |
critical |
education |
2319 |
<100 |
<1 |
2 |
male_divorced |
none |
1 |
car |
33 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
6 |
ok_til_now |
car_new |
1374 |
unknown |
unemployed |
4 |
female |
none |
3 |
savings |
75 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
18 |
critical |
furniture |
3612 |
<100 |
>=7 |
3 |
female |
none |
4 |
savings |
37 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
48 |
ok_til_now |
car_new |
7763 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
42 |
bank |
free |
1 |
management |
1 |
no |
yes |
bad |
| >=200 |
18 |
ok_til_now |
furniture |
3049 |
<100 |
<1 |
1 |
female |
none |
1 |
savings |
45 |
stores |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
1534 |
<100 |
<1 |
1 |
male_married |
none |
1 |
real_estate |
23 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
past_delays |
car_new |
2032 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
60 |
none |
free |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
30 |
ok_til_now |
furniture |
6350 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
savings |
31 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| >=200 |
18 |
ok_til_now |
furniture |
2864 |
<100 |
<4 |
2 |
male_single |
none |
1 |
real_estate |
34 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
bad |
| none |
12 |
critical |
car_new |
1255 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
61 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
24 |
past_delays |
car_new |
1333 |
<100 |
unemployed |
4 |
male_single |
none |
2 |
real_estate |
43 |
none |
free |
2 |
skilled |
2 |
no |
yes |
bad |
| none |
24 |
critical |
car_new |
2022 |
<100 |
<4 |
4 |
female |
none |
4 |
car |
37 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
television |
1552 |
<100 |
<7 |
3 |
male_single |
none |
1 |
car |
32 |
bank |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
12 |
ok_at_this_bank |
television |
626 |
<100 |
<4 |
4 |
female |
none |
4 |
real_estate |
24 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
48 |
critical |
car_used |
8858 |
unknown |
<7 |
2 |
male_single |
none |
1 |
unknown |
35 |
none |
free |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
critical |
repairs |
996 |
unknown |
<7 |
4 |
female |
none |
4 |
real_estate |
23 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
ok_at_this_bank |
television |
1750 |
<1000 |
>=7 |
2 |
male_single |
none |
4 |
savings |
45 |
bank |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <0 |
48 |
ok_til_now |
television |
6999 |
<100 |
<7 |
1 |
male_married |
guarantor |
1 |
real_estate |
34 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
12 |
critical |
car_new |
1995 |
<500 |
<1 |
4 |
male_single |
none |
1 |
car |
27 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
9 |
ok_til_now |
education |
1199 |
<100 |
<7 |
4 |
female |
none |
4 |
savings |
67 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
1331 |
<100 |
<1 |
2 |
male_single |
none |
1 |
car |
22 |
stores |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
18 |
ok |
car_new |
2278 |
<500 |
<1 |
3 |
female |
none |
3 |
car |
28 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
21 |
ok |
car_new |
5003 |
unknown |
<4 |
1 |
female |
none |
4 |
savings |
29 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
24 |
ok_at_this_bank |
furniture |
3552 |
<100 |
<7 |
3 |
male_single |
none |
4 |
car |
27 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
18 |
critical |
furniture |
1928 |
<100 |
<1 |
2 |
male_single |
none |
2 |
real_estate |
31 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
car_used |
2964 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
unknown |
49 |
bank |
free |
1 |
skilled |
2 |
yes |
yes |
good |
| <0 |
24 |
ok_at_this_bank |
television |
1546 |
<100 |
<7 |
4 |
male_single |
guarantor |
4 |
car |
24 |
bank |
rent |
1 |
unskilled |
1 |
no |
yes |
bad |
| >=200 |
6 |
past_delays |
television |
683 |
<100 |
<1 |
2 |
female |
none |
1 |
savings |
29 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
36 |
ok_til_now |
car_new |
12389 |
unknown |
<4 |
1 |
male_single |
none |
4 |
unknown |
37 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
24 |
past_delays |
business |
4712 |
unknown |
<4 |
4 |
male_single |
none |
2 |
savings |
37 |
bank |
own |
2 |
management |
1 |
yes |
yes |
good |
| <200 |
24 |
past_delays |
television |
1553 |
<500 |
<7 |
3 |
female |
none |
2 |
savings |
23 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
car_new |
1372 |
<100 |
<7 |
2 |
male_divorced |
none |
3 |
car |
36 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
critical |
television |
2578 |
>=1000 |
>=7 |
2 |
male_single |
none |
2 |
car |
34 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
48 |
ok_til_now |
television |
3979 |
unknown |
<7 |
4 |
male_single |
none |
1 |
car |
41 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <0 |
48 |
ok_til_now |
television |
6758 |
<100 |
<4 |
3 |
female |
none |
2 |
car |
31 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
24 |
ok_til_now |
furniture |
3234 |
<100 |
<1 |
4 |
female |
none |
4 |
real_estate |
23 |
none |
rent |
1 |
unskilled |
1 |
yes |
yes |
bad |
| none |
30 |
critical |
television |
5954 |
<100 |
<7 |
3 |
male_single |
co |
2 |
car |
38 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
car_used |
5433 |
unknown |
unemployed |
2 |
female |
none |
4 |
savings |
26 |
none |
rent |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
15 |
ok_til_now |
business |
806 |
<100 |
<4 |
4 |
female |
none |
4 |
savings |
22 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
9 |
ok_til_now |
television |
1082 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
27 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
15 |
critical |
furniture |
2788 |
<100 |
<7 |
2 |
female |
co |
3 |
car |
24 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
2930 |
<100 |
<7 |
2 |
female |
none |
1 |
real_estate |
27 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
critical |
education |
1927 |
unknown |
<4 |
3 |
female |
none |
2 |
car |
33 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
36 |
critical |
car_new |
2820 |
<100 |
<1 |
4 |
male_divorced |
none |
4 |
car |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
ok_til_now |
retraining |
937 |
<100 |
<1 |
4 |
male_married |
none |
3 |
car |
27 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <200 |
18 |
critical |
car_new |
1056 |
<100 |
>=7 |
3 |
male_single |
guarantor |
3 |
real_estate |
30 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
12 |
critical |
car_new |
3124 |
<100 |
<1 |
1 |
male_single |
none |
3 |
real_estate |
49 |
bank |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| none |
9 |
ok_til_now |
furniture |
1388 |
<100 |
<4 |
4 |
female |
none |
2 |
real_estate |
26 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
36 |
ok_til_now |
repairs |
2384 |
<100 |
<1 |
4 |
male_single |
none |
1 |
unknown |
33 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
12 |
ok_til_now |
car_new |
2133 |
unknown |
>=7 |
4 |
female |
none |
4 |
unknown |
52 |
none |
free |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
18 |
ok_til_now |
furniture |
2039 |
<100 |
<4 |
1 |
female |
none |
4 |
real_estate |
20 |
bank |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
9 |
critical |
car_new |
2799 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
36 |
none |
rent |
2 |
skilled |
2 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
furniture |
1289 |
<100 |
<4 |
4 |
male_single |
guarantor |
1 |
savings |
21 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
appliances |
1217 |
<100 |
<4 |
4 |
male_married |
none |
3 |
real_estate |
47 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
bad |
| <0 |
12 |
critical |
furniture |
2246 |
<100 |
>=7 |
3 |
male_single |
none |
3 |
savings |
60 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| <0 |
12 |
critical |
television |
385 |
<100 |
<7 |
4 |
female |
none |
3 |
real_estate |
58 |
none |
own |
4 |
unskilled |
1 |
yes |
yes |
good |
| <200 |
24 |
past_delays |
car_new |
1965 |
unknown |
<4 |
4 |
female |
none |
4 |
car |
42 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
21 |
ok_til_now |
business |
1572 |
>=1000 |
>=7 |
4 |
female |
none |
4 |
real_estate |
36 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
car_new |
2718 |
<100 |
<4 |
3 |
female |
none |
4 |
savings |
20 |
none |
rent |
1 |
unskilled |
1 |
yes |
yes |
bad |
| <0 |
24 |
ok_at_this_bank |
others |
1358 |
unknown |
>=7 |
4 |
male_single |
none |
3 |
car |
40 |
stores |
own |
1 |
management |
1 |
yes |
yes |
bad |
| <200 |
6 |
ok_at_this_bank |
car_new |
931 |
<500 |
<1 |
1 |
female |
none |
1 |
savings |
32 |
stores |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
car_new |
1442 |
<100 |
<7 |
4 |
female |
none |
4 |
car |
23 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
24 |
ok |
business |
4241 |
<100 |
<4 |
1 |
male_single |
none |
4 |
real_estate |
36 |
none |
own |
3 |
unskilled |
1 |
yes |
yes |
bad |
| none |
18 |
critical |
car_new |
2775 |
<100 |
<7 |
2 |
male_single |
none |
2 |
savings |
31 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
past_delays |
business |
3863 |
<100 |
<4 |
1 |
male_single |
none |
2 |
unknown |
32 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
7 |
ok_til_now |
television |
2329 |
<100 |
<1 |
1 |
female |
guarantor |
1 |
real_estate |
45 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
9 |
ok_til_now |
furniture |
918 |
<100 |
<4 |
4 |
female |
none |
1 |
savings |
30 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
24 |
ok_at_this_bank |
education |
1837 |
<100 |
<7 |
4 |
female |
none |
4 |
unknown |
34 |
bank |
free |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
36 |
ok_til_now |
furniture |
3349 |
<100 |
<4 |
4 |
female |
none |
2 |
car |
28 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| >=200 |
10 |
ok_til_now |
furniture |
1275 |
<100 |
<1 |
4 |
female |
none |
2 |
savings |
23 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_at_this_bank |
furniture |
2828 |
<1000 |
<4 |
4 |
male_single |
none |
4 |
real_estate |
22 |
stores |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
critical |
business |
4526 |
<100 |
<4 |
3 |
male_single |
none |
2 |
real_estate |
74 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
36 |
ok_til_now |
television |
2671 |
<500 |
<4 |
4 |
female |
co |
4 |
unknown |
50 |
none |
free |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
18 |
ok_til_now |
television |
2051 |
<100 |
<1 |
4 |
male_single |
none |
1 |
real_estate |
33 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
15 |
ok_til_now |
car_used |
1300 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
unknown |
45 |
bank |
free |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
appliances |
741 |
<500 |
unemployed |
4 |
female |
none |
3 |
savings |
22 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| >=200 |
10 |
ok_til_now |
car_new |
1240 |
<500 |
>=7 |
1 |
female |
none |
4 |
unknown |
48 |
none |
free |
1 |
unskilled |
2 |
no |
yes |
bad |
| <0 |
21 |
ok_til_now |
television |
3357 |
>=1000 |
<1 |
4 |
female |
none |
2 |
car |
29 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_at_this_bank |
car_used |
3632 |
<100 |
<4 |
1 |
female |
guarantor |
4 |
car |
22 |
bank |
rent |
1 |
skilled |
1 |
no |
no |
good |
| none |
18 |
past_delays |
furniture |
1808 |
<100 |
<7 |
4 |
female |
none |
1 |
real_estate |
22 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
48 |
ok |
business |
12204 |
unknown |
<4 |
2 |
male_single |
none |
2 |
car |
48 |
bank |
own |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
60 |
past_delays |
television |
9157 |
unknown |
<4 |
2 |
male_single |
none |
2 |
unknown |
27 |
none |
free |
1 |
management |
1 |
no |
yes |
good |
| <0 |
6 |
critical |
car_new |
3676 |
<100 |
<4 |
1 |
male_single |
none |
3 |
real_estate |
37 |
none |
rent |
3 |
skilled |
2 |
no |
yes |
good |
| <200 |
30 |
ok_til_now |
furniture |
3441 |
<500 |
<4 |
2 |
female |
co |
4 |
car |
21 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
12 |
ok_til_now |
car_new |
640 |
<100 |
<4 |
4 |
male_divorced |
none |
2 |
real_estate |
49 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
21 |
critical |
business |
3652 |
<100 |
<7 |
2 |
male_single |
none |
3 |
savings |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
critical |
car_new |
1530 |
<100 |
<4 |
3 |
male_single |
none |
2 |
savings |
32 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
48 |
ok_til_now |
business |
3914 |
unknown |
<4 |
4 |
male_divorced |
none |
2 |
real_estate |
38 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
12 |
ok_til_now |
furniture |
1858 |
<100 |
<1 |
4 |
female |
none |
1 |
car |
22 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
television |
2600 |
<100 |
<4 |
4 |
male_single |
none |
4 |
unknown |
65 |
none |
free |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
15 |
ok_til_now |
television |
1979 |
unknown |
>=7 |
4 |
male_single |
none |
2 |
car |
35 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| >=200 |
6 |
ok_til_now |
furniture |
2116 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
41 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
9 |
ok_at_this_bank |
car_new |
1437 |
<500 |
<7 |
2 |
male_single |
none |
3 |
unknown |
29 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
42 |
critical |
furniture |
4042 |
<1000 |
<4 |
4 |
male_single |
none |
4 |
real_estate |
36 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
9 |
ok_til_now |
education |
3832 |
unknown |
>=7 |
1 |
male_single |
none |
4 |
real_estate |
64 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
television |
3660 |
<100 |
<4 |
2 |
female |
none |
4 |
car |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_at_this_bank |
furniture |
1553 |
<100 |
<4 |
4 |
male_single |
none |
3 |
car |
44 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
15 |
ok_til_now |
television |
1444 |
unknown |
<1 |
4 |
male_single |
none |
1 |
savings |
23 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
9 |
ok_til_now |
furniture |
1980 |
<100 |
<1 |
2 |
female |
co |
2 |
car |
19 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
24 |
ok_til_now |
car_new |
1355 |
<100 |
<1 |
3 |
female |
none |
4 |
car |
25 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
bad |
| none |
12 |
ok_til_now |
education |
1393 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
savings |
47 |
bank |
own |
3 |
skilled |
2 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
television |
1376 |
<1000 |
<7 |
4 |
female |
none |
1 |
car |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
60 |
past_delays |
television |
15653 |
<100 |
<7 |
2 |
male_single |
none |
4 |
car |
21 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
television |
1493 |
<100 |
<1 |
4 |
female |
none |
3 |
car |
34 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
42 |
past_delays |
television |
4370 |
<100 |
<7 |
3 |
male_single |
none |
2 |
savings |
26 |
bank |
own |
2 |
skilled |
2 |
yes |
yes |
bad |
| <0 |
18 |
ok_til_now |
education |
750 |
<100 |
unemployed |
4 |
female |
none |
1 |
real_estate |
27 |
none |
own |
1 |
unemployed |
1 |
no |
yes |
bad |
| <200 |
15 |
ok_til_now |
repairs |
1308 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
38 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
15 |
ok_til_now |
education |
4623 |
<500 |
<4 |
3 |
male_single |
none |
2 |
savings |
40 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| none |
24 |
critical |
television |
1851 |
<100 |
<7 |
4 |
male_married |
guarantor |
2 |
car |
33 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
18 |
critical |
television |
1880 |
<100 |
<7 |
4 |
male_married |
none |
1 |
savings |
32 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| none |
36 |
past_delays |
business |
7980 |
unknown |
<1 |
4 |
male_single |
none |
4 |
car |
27 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
30 |
ok |
furniture |
4583 |
<100 |
<4 |
2 |
male_divorced |
guarantor |
2 |
real_estate |
32 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
ok_til_now |
car_new |
1386 |
<1000 |
<4 |
2 |
female |
none |
2 |
savings |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| >=200 |
24 |
ok_til_now |
car_new |
947 |
<100 |
<7 |
4 |
male_single |
none |
3 |
unknown |
38 |
bank |
free |
1 |
skilled |
2 |
no |
yes |
bad |
| <0 |
12 |
ok_til_now |
education |
684 |
<100 |
<4 |
4 |
male_single |
none |
4 |
car |
40 |
none |
rent |
1 |
unskilled |
2 |
no |
yes |
bad |
| <0 |
48 |
ok_til_now |
education |
7476 |
<100 |
<7 |
4 |
male_single |
none |
1 |
unknown |
50 |
none |
free |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
furniture |
1922 |
<100 |
<4 |
4 |
male_single |
none |
2 |
savings |
37 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
car_new |
2303 |
<100 |
>=7 |
4 |
male_single |
co |
1 |
real_estate |
45 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
36 |
past_delays |
car_new |
8086 |
<500 |
>=7 |
2 |
male_single |
none |
4 |
car |
42 |
none |
own |
4 |
management |
1 |
yes |
yes |
bad |
| none |
24 |
critical |
car_used |
2346 |
<100 |
<7 |
4 |
male_single |
none |
3 |
car |
35 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
14 |
ok_til_now |
car_new |
3973 |
<100 |
unemployed |
1 |
male_single |
none |
4 |
unknown |
22 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
car_new |
888 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
41 |
bank |
own |
1 |
unskilled |
2 |
no |
yes |
bad |
| none |
48 |
ok_til_now |
television |
10222 |
unknown |
<7 |
4 |
male_single |
none |
3 |
car |
37 |
stores |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
30 |
ok |
business |
4221 |
<100 |
<4 |
2 |
female |
none |
1 |
car |
28 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
18 |
critical |
furniture |
6361 |
<100 |
>=7 |
2 |
male_single |
none |
1 |
unknown |
41 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
12 |
ok_til_now |
television |
1297 |
<100 |
<4 |
3 |
male_married |
none |
4 |
real_estate |
23 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
car_new |
900 |
unknown |
<4 |
4 |
male_married |
none |
2 |
car |
23 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
21 |
ok_til_now |
furniture |
2241 |
<100 |
>=7 |
4 |
male_single |
none |
2 |
real_estate |
50 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
6 |
past_delays |
furniture |
1050 |
<100 |
unemployed |
4 |
male_single |
none |
1 |
savings |
35 |
stores |
own |
2 |
management |
1 |
yes |
yes |
good |
| >=200 |
6 |
critical |
education |
1047 |
<100 |
<4 |
2 |
female |
none |
4 |
savings |
50 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
24 |
critical |
others |
6314 |
<100 |
unemployed |
4 |
male_single |
co |
2 |
unknown |
27 |
bank |
own |
2 |
management |
1 |
yes |
yes |
good |
| <200 |
30 |
ok_at_this_bank |
furniture |
3496 |
>=1000 |
<4 |
4 |
male_single |
none |
2 |
car |
34 |
stores |
own |
1 |
skilled |
2 |
yes |
yes |
good |
| none |
48 |
ok_at_this_bank |
business |
3609 |
<100 |
<4 |
1 |
female |
none |
1 |
real_estate |
27 |
stores |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
critical |
car_new |
4843 |
<100 |
>=7 |
3 |
male_single |
co |
4 |
savings |
43 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
bad |
| >=200 |
30 |
critical |
television |
3017 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
savings |
47 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
critical |
business |
4139 |
<500 |
<4 |
3 |
male_single |
none |
3 |
savings |
27 |
none |
own |
2 |
unskilled |
1 |
yes |
yes |
good |
| none |
36 |
ok_til_now |
business |
5742 |
<500 |
<7 |
2 |
male_single |
none |
2 |
car |
31 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
60 |
ok_til_now |
car_new |
10366 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
savings |
42 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| none |
6 |
critical |
car_new |
2080 |
<1000 |
<4 |
1 |
male_married |
none |
2 |
car |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
21 |
past_delays |
business |
2580 |
<1000 |
<1 |
4 |
male_single |
none |
2 |
real_estate |
41 |
bank |
own |
1 |
unskilled |
2 |
no |
yes |
bad |
| none |
30 |
critical |
television |
4530 |
<100 |
<7 |
4 |
female |
none |
4 |
car |
26 |
none |
rent |
1 |
management |
1 |
yes |
yes |
good |
| none |
24 |
critical |
furniture |
5150 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
33 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
72 |
ok_til_now |
television |
5595 |
<500 |
<4 |
2 |
male_married |
none |
2 |
car |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
television |
2384 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
64 |
bank |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
television |
1453 |
<100 |
<1 |
3 |
female |
none |
1 |
real_estate |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
ok_til_now |
education |
1538 |
<100 |
<1 |
1 |
female |
none |
2 |
unknown |
56 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
ok_til_now |
television |
2279 |
unknown |
<4 |
4 |
male_single |
none |
4 |
unknown |
37 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
15 |
past_delays |
television |
1478 |
<100 |
<4 |
4 |
male_married |
none |
3 |
real_estate |
33 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
critical |
television |
5103 |
<100 |
<1 |
3 |
male_married |
none |
3 |
unknown |
47 |
none |
free |
3 |
skilled |
1 |
yes |
yes |
good |
| <200 |
36 |
past_delays |
business |
9857 |
<500 |
<7 |
1 |
male_single |
none |
3 |
savings |
31 |
none |
own |
2 |
unskilled |
2 |
yes |
yes |
good |
| none |
60 |
ok_til_now |
car_new |
6527 |
unknown |
<4 |
4 |
male_single |
none |
4 |
unknown |
34 |
none |
free |
1 |
skilled |
2 |
yes |
yes |
good |
| >=200 |
10 |
critical |
television |
1347 |
unknown |
<7 |
4 |
male_single |
none |
2 |
savings |
27 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
36 |
past_delays |
car_new |
2862 |
<500 |
>=7 |
4 |
male_single |
none |
3 |
unknown |
30 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| none |
9 |
ok_til_now |
television |
2753 |
<500 |
>=7 |
3 |
male_single |
co |
4 |
car |
35 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
car_new |
3651 |
>=1000 |
<4 |
1 |
male_single |
none |
3 |
savings |
31 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
15 |
critical |
furniture |
975 |
<100 |
<4 |
2 |
male_divorced |
none |
3 |
savings |
25 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
15 |
ok_til_now |
repairs |
2631 |
<500 |
<4 |
3 |
female |
none |
2 |
real_estate |
25 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
television |
2896 |
<500 |
<1 |
2 |
male_single |
none |
1 |
car |
29 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
6 |
critical |
car_new |
4716 |
unknown |
<1 |
1 |
male_single |
none |
3 |
real_estate |
44 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| none |
24 |
ok_til_now |
television |
2284 |
<100 |
<7 |
4 |
male_single |
none |
2 |
car |
28 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
6 |
ok_til_now |
car_used |
1236 |
<1000 |
<4 |
2 |
male_single |
none |
4 |
savings |
50 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
1103 |
<100 |
<7 |
4 |
male_single |
guarantor |
3 |
real_estate |
29 |
none |
own |
2 |
skilled |
1 |
no |
no |
good |
| none |
12 |
critical |
car_new |
926 |
<100 |
unemployed |
1 |
female |
none |
2 |
savings |
38 |
none |
own |
1 |
unemployed |
1 |
no |
yes |
good |
| none |
18 |
critical |
television |
1800 |
<100 |
<4 |
4 |
male_single |
none |
2 |
car |
24 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| >=200 |
15 |
ok_til_now |
education |
1905 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
40 |
none |
rent |
1 |
management |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
furniture |
1123 |
<1000 |
<4 |
4 |
female |
none |
4 |
car |
29 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
48 |
critical |
car_used |
6331 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
46 |
none |
free |
2 |
skilled |
1 |
yes |
yes |
bad |
| >=200 |
24 |
ok_til_now |
television |
1377 |
<500 |
>=7 |
4 |
female |
none |
2 |
unknown |
47 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
30 |
past_delays |
business |
2503 |
<500 |
>=7 |
4 |
male_single |
none |
2 |
savings |
41 |
stores |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
27 |
ok_til_now |
business |
2528 |
<100 |
<1 |
4 |
female |
none |
1 |
savings |
32 |
none |
own |
1 |
skilled |
2 |
yes |
yes |
good |
| none |
15 |
ok_til_now |
car_new |
5324 |
<1000 |
>=7 |
1 |
female |
none |
4 |
unknown |
35 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
48 |
ok_til_now |
car_new |
6560 |
<500 |
<7 |
3 |
male_single |
none |
2 |
savings |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
12 |
ok |
furniture |
2969 |
<100 |
<1 |
4 |
female |
none |
3 |
savings |
25 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
9 |
ok_til_now |
television |
1206 |
<100 |
>=7 |
4 |
female |
none |
4 |
real_estate |
25 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
9 |
ok_til_now |
television |
2118 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
37 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| none |
18 |
critical |
television |
629 |
<1000 |
>=7 |
4 |
male_single |
none |
3 |
savings |
32 |
bank |
own |
2 |
management |
1 |
yes |
yes |
good |
| <0 |
6 |
ok_at_this_bank |
education |
1198 |
<100 |
>=7 |
4 |
female |
none |
4 |
unknown |
35 |
none |
free |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
21 |
ok_til_now |
car_used |
2476 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
46 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
9 |
critical |
television |
1138 |
<100 |
<4 |
4 |
male_single |
none |
4 |
real_estate |
25 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <200 |
60 |
ok_til_now |
car_new |
14027 |
<100 |
<7 |
4 |
male_single |
none |
2 |
unknown |
27 |
none |
own |
1 |
management |
1 |
yes |
yes |
bad |
| none |
30 |
critical |
car_used |
7596 |
unknown |
>=7 |
1 |
male_single |
none |
4 |
car |
63 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
30 |
critical |
television |
3077 |
unknown |
>=7 |
3 |
male_single |
none |
2 |
car |
40 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| none |
18 |
ok_til_now |
television |
1505 |
<100 |
<4 |
4 |
male_single |
none |
2 |
unknown |
32 |
none |
free |
1 |
management |
1 |
yes |
yes |
good |
| >=200 |
24 |
critical |
television |
3148 |
unknown |
<4 |
3 |
male_single |
none |
2 |
car |
31 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
20 |
ok |
car_used |
6148 |
<500 |
>=7 |
3 |
male_married |
none |
4 |
car |
31 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
9 |
ok |
television |
1337 |
<100 |
<1 |
4 |
male_single |
none |
2 |
car |
34 |
none |
own |
2 |
management |
1 |
yes |
yes |
bad |
| <200 |
6 |
ok_at_this_bank |
education |
433 |
>=1000 |
<1 |
4 |
female |
none |
2 |
savings |
24 |
bank |
rent |
1 |
skilled |
2 |
no |
yes |
bad |
| <0 |
12 |
ok_til_now |
car_new |
1228 |
<100 |
<4 |
4 |
female |
none |
2 |
real_estate |
24 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <200 |
9 |
ok_til_now |
television |
790 |
<1000 |
<4 |
4 |
female |
none |
3 |
real_estate |
66 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
27 |
ok_til_now |
car_new |
2570 |
<100 |
<4 |
3 |
female |
none |
3 |
real_estate |
21 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
6 |
critical |
car_new |
250 |
>=1000 |
<4 |
2 |
female |
none |
2 |
real_estate |
41 |
bank |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
15 |
critical |
television |
1316 |
<1000 |
<4 |
2 |
male_married |
none |
2 |
savings |
47 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
television |
1882 |
<100 |
<4 |
4 |
female |
none |
4 |
car |
25 |
bank |
rent |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
48 |
ok_at_this_bank |
business |
6416 |
<100 |
>=7 |
4 |
female |
none |
3 |
unknown |
59 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| >=200 |
24 |
critical |
business |
1275 |
>=1000 |
<4 |
2 |
male_divorced |
none |
4 |
real_estate |
36 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
24 |
past_delays |
television |
6403 |
<100 |
<1 |
1 |
male_single |
none |
2 |
car |
33 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
television |
1987 |
<100 |
<4 |
2 |
male_single |
none |
4 |
real_estate |
21 |
none |
rent |
1 |
unskilled |
2 |
no |
yes |
bad |
| <200 |
8 |
ok_til_now |
television |
760 |
<100 |
<7 |
4 |
female |
guarantor |
2 |
real_estate |
44 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
car_used |
2603 |
>=1000 |
<4 |
2 |
female |
none |
4 |
car |
28 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
4 |
critical |
car_new |
3380 |
<100 |
<7 |
1 |
female |
none |
1 |
real_estate |
37 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <200 |
36 |
ok_at_this_bank |
appliances |
3990 |
unknown |
<1 |
3 |
female |
none |
2 |
unknown |
29 |
bank |
own |
1 |
unemployed |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
car_used |
11560 |
<100 |
<4 |
1 |
female |
none |
4 |
car |
23 |
none |
rent |
2 |
management |
1 |
no |
yes |
bad |
| <0 |
18 |
ok_til_now |
car_new |
4380 |
<500 |
<4 |
3 |
male_single |
none |
4 |
car |
35 |
none |
own |
1 |
unskilled |
2 |
yes |
yes |
good |
| none |
6 |
critical |
car_new |
6761 |
<100 |
<7 |
1 |
male_single |
none |
3 |
unknown |
45 |
none |
own |
2 |
management |
2 |
yes |
yes |
good |
| <200 |
30 |
ok |
business |
4280 |
<500 |
<4 |
4 |
female |
none |
4 |
car |
26 |
none |
rent |
2 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_at_this_bank |
car_new |
2325 |
<500 |
<7 |
2 |
male_single |
none |
3 |
car |
32 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
10 |
ok_at_this_bank |
television |
1048 |
<100 |
<4 |
4 |
male_single |
none |
4 |
real_estate |
23 |
stores |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
21 |
ok_til_now |
television |
3160 |
unknown |
>=7 |
4 |
male_single |
none |
3 |
savings |
41 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
24 |
ok_at_this_bank |
furniture |
2483 |
<1000 |
<4 |
4 |
male_single |
none |
4 |
real_estate |
22 |
stores |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
39 |
critical |
furniture |
14179 |
unknown |
<7 |
4 |
male_single |
none |
4 |
savings |
30 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| <0 |
13 |
critical |
business |
1797 |
<100 |
<1 |
3 |
male_single |
none |
1 |
savings |
28 |
bank |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
15 |
ok_til_now |
car_new |
2511 |
<100 |
unemployed |
1 |
female |
none |
4 |
car |
23 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
car_new |
1274 |
<100 |
<1 |
3 |
female |
none |
1 |
real_estate |
37 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
21 |
ok_til_now |
car_used |
5248 |
unknown |
<4 |
1 |
male_single |
none |
3 |
car |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
15 |
ok_til_now |
car_used |
3029 |
<100 |
<7 |
2 |
male_single |
none |
2 |
car |
33 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
6 |
ok_til_now |
furniture |
428 |
<100 |
>=7 |
2 |
female |
none |
1 |
savings |
49 |
bank |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
18 |
ok_til_now |
car_new |
976 |
<100 |
<1 |
1 |
female |
none |
2 |
car |
23 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <200 |
12 |
ok_til_now |
business |
841 |
<500 |
<7 |
2 |
female |
none |
4 |
real_estate |
23 |
none |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
30 |
critical |
television |
5771 |
<100 |
<7 |
4 |
female |
none |
2 |
car |
25 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
past_delays |
repairs |
1555 |
>=1000 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
55 |
none |
free |
2 |
skilled |
2 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
car_new |
1285 |
unknown |
<7 |
4 |
female |
none |
4 |
unknown |
32 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| >=200 |
6 |
critical |
car_new |
1299 |
<100 |
<4 |
1 |
male_single |
none |
1 |
real_estate |
74 |
none |
own |
3 |
unemployed |
2 |
no |
no |
good |
| >=200 |
15 |
critical |
television |
1271 |
unknown |
<4 |
3 |
male_single |
none |
4 |
unknown |
39 |
none |
free |
2 |
skilled |
1 |
yes |
yes |
bad |
| none |
24 |
ok_til_now |
car_new |
1393 |
<100 |
<4 |
2 |
male_single |
guarantor |
2 |
real_estate |
31 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
12 |
critical |
car_new |
691 |
<100 |
>=7 |
4 |
male_single |
none |
3 |
savings |
35 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
15 |
critical |
car_new |
5045 |
unknown |
>=7 |
1 |
female |
none |
4 |
car |
59 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
18 |
critical |
furniture |
2124 |
<100 |
<4 |
4 |
female |
none |
4 |
real_estate |
24 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
bad |
| <0 |
12 |
ok_til_now |
television |
2214 |
<100 |
<4 |
4 |
male_single |
none |
3 |
savings |
24 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
21 |
critical |
car_new |
12680 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
unknown |
30 |
none |
free |
1 |
management |
1 |
yes |
yes |
bad |
| none |
24 |
critical |
car_new |
2463 |
<500 |
<7 |
4 |
male_married |
none |
3 |
savings |
27 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
television |
1155 |
<100 |
>=7 |
3 |
male_married |
guarantor |
3 |
real_estate |
40 |
bank |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
30 |
ok_til_now |
furniture |
3108 |
<100 |
<1 |
2 |
male_divorced |
none |
4 |
savings |
31 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
10 |
ok_til_now |
car_used |
2901 |
unknown |
<1 |
1 |
female |
none |
4 |
real_estate |
31 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
critical |
furniture |
3617 |
<100 |
>=7 |
1 |
male_single |
none |
4 |
car |
28 |
none |
rent |
3 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
critical |
television |
1655 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
real_estate |
63 |
none |
own |
2 |
unskilled |
1 |
yes |
yes |
good |
| <0 |
24 |
ok_til_now |
car_used |
2812 |
unknown |
>=7 |
2 |
female |
none |
4 |
real_estate |
26 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
36 |
critical |
education |
8065 |
<100 |
<4 |
3 |
female |
none |
2 |
unknown |
25 |
none |
own |
2 |
management |
1 |
yes |
yes |
bad |
| none |
21 |
critical |
car_used |
3275 |
<100 |
>=7 |
1 |
male_single |
none |
4 |
car |
36 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| none |
24 |
critical |
television |
2223 |
<500 |
>=7 |
4 |
male_single |
none |
4 |
savings |
52 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
good |
| >=200 |
12 |
critical |
car_new |
1480 |
<1000 |
unemployed |
2 |
male_single |
none |
4 |
unknown |
66 |
bank |
free |
3 |
unemployed |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
car_new |
1371 |
unknown |
<4 |
4 |
female |
none |
4 |
real_estate |
25 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
36 |
critical |
car_new |
3535 |
<100 |
<7 |
4 |
male_single |
none |
4 |
car |
37 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
18 |
ok_til_now |
television |
3509 |
<100 |
<7 |
4 |
female |
guarantor |
1 |
real_estate |
25 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
36 |
critical |
car_used |
5711 |
>=1000 |
>=7 |
4 |
male_single |
none |
2 |
car |
38 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| <200 |
18 |
ok_til_now |
repairs |
3872 |
<100 |
unemployed |
2 |
female |
none |
4 |
car |
67 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
39 |
critical |
television |
4933 |
<100 |
<7 |
2 |
male_single |
guarantor |
2 |
real_estate |
25 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
critical |
car_new |
1940 |
>=1000 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
60 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
12 |
ok |
retraining |
1410 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
31 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
good |
| <200 |
12 |
ok_til_now |
car_new |
836 |
<500 |
<1 |
4 |
female |
none |
2 |
savings |
23 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <200 |
20 |
ok_til_now |
car_used |
6468 |
unknown |
unemployed |
1 |
male_divorced |
none |
4 |
real_estate |
60 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
18 |
ok_til_now |
business |
1941 |
>=1000 |
<4 |
4 |
male_single |
none |
2 |
savings |
35 |
none |
own |
1 |
unskilled |
1 |
yes |
yes |
good |
| none |
22 |
ok_til_now |
television |
2675 |
<1000 |
>=7 |
3 |
male_single |
none |
4 |
car |
40 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
48 |
critical |
car_used |
2751 |
unknown |
>=7 |
4 |
male_single |
none |
3 |
car |
38 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <200 |
48 |
past_delays |
education |
6224 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
50 |
none |
free |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
40 |
critical |
education |
5998 |
<100 |
<4 |
4 |
male_single |
none |
3 |
unknown |
27 |
bank |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
21 |
ok_til_now |
business |
1188 |
<100 |
>=7 |
2 |
female |
none |
4 |
savings |
39 |
none |
own |
1 |
skilled |
2 |
no |
yes |
bad |
| none |
24 |
ok_til_now |
car_used |
6313 |
unknown |
>=7 |
3 |
male_single |
none |
4 |
car |
41 |
none |
own |
1 |
management |
2 |
yes |
yes |
good |
| none |
6 |
critical |
furniture |
1221 |
unknown |
<4 |
1 |
male_married |
none |
2 |
savings |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| >=200 |
24 |
ok_til_now |
furniture |
2892 |
<100 |
>=7 |
3 |
male_divorced |
none |
4 |
unknown |
51 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
furniture |
3062 |
<1000 |
>=7 |
4 |
male_single |
none |
3 |
unknown |
32 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
9 |
ok_til_now |
furniture |
2301 |
<500 |
<1 |
2 |
female |
none |
4 |
savings |
22 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
car_used |
7511 |
unknown |
>=7 |
1 |
male_single |
none |
4 |
savings |
51 |
none |
free |
1 |
skilled |
2 |
yes |
yes |
bad |
| none |
12 |
critical |
furniture |
1258 |
<100 |
<1 |
2 |
female |
none |
4 |
savings |
22 |
none |
rent |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
24 |
past_delays |
car_new |
717 |
unknown |
>=7 |
4 |
male_married |
none |
4 |
car |
54 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <200 |
9 |
ok_til_now |
car_new |
1549 |
unknown |
<1 |
4 |
male_single |
none |
2 |
real_estate |
35 |
none |
own |
1 |
unemployed |
1 |
no |
yes |
good |
| none |
24 |
critical |
education |
1597 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
54 |
none |
free |
2 |
skilled |
2 |
no |
yes |
good |
| <200 |
18 |
critical |
television |
1795 |
<100 |
>=7 |
3 |
female |
guarantor |
4 |
real_estate |
48 |
bank |
rent |
2 |
unskilled |
1 |
yes |
yes |
good |
| <0 |
20 |
critical |
furniture |
4272 |
<100 |
>=7 |
1 |
female |
none |
4 |
savings |
24 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
critical |
television |
976 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
car |
35 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
12 |
ok_til_now |
car_new |
7472 |
unknown |
unemployed |
1 |
female |
none |
2 |
real_estate |
24 |
none |
rent |
1 |
unemployed |
1 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
car_new |
9271 |
<100 |
<7 |
2 |
male_single |
none |
1 |
car |
24 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
6 |
ok_til_now |
television |
590 |
<100 |
<1 |
3 |
male_married |
none |
3 |
real_estate |
26 |
none |
own |
1 |
unskilled |
1 |
no |
no |
good |
| none |
12 |
critical |
television |
930 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
65 |
none |
own |
4 |
skilled |
1 |
no |
yes |
good |
| <200 |
42 |
ok_at_this_bank |
car_used |
9283 |
<100 |
unemployed |
1 |
male_single |
none |
2 |
unknown |
55 |
bank |
free |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
15 |
ok |
car_new |
1778 |
<100 |
<1 |
2 |
female |
none |
1 |
real_estate |
26 |
none |
rent |
2 |
unemployed |
1 |
no |
yes |
bad |
| <200 |
8 |
ok_til_now |
business |
907 |
<100 |
<1 |
3 |
male_married |
none |
2 |
real_estate |
26 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
6 |
ok_til_now |
television |
484 |
<100 |
<7 |
3 |
male_married |
guarantor |
3 |
real_estate |
28 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
36 |
critical |
car_used |
9629 |
<100 |
<7 |
4 |
male_single |
none |
4 |
car |
24 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
48 |
ok_til_now |
appliances |
3051 |
<100 |
<4 |
3 |
male_single |
none |
4 |
car |
54 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
48 |
ok_til_now |
car_new |
3931 |
<100 |
<7 |
4 |
male_single |
none |
4 |
unknown |
46 |
none |
free |
1 |
skilled |
2 |
no |
yes |
bad |
| <200 |
36 |
past_delays |
car_new |
7432 |
<100 |
<4 |
2 |
female |
none |
2 |
savings |
54 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
ok_til_now |
appliances |
1338 |
<1000 |
<4 |
1 |
male_divorced |
none |
4 |
real_estate |
62 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
critical |
television |
1554 |
<100 |
<7 |
1 |
female |
none |
2 |
car |
24 |
none |
rent |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
36 |
ok_til_now |
others |
15857 |
<100 |
unemployed |
2 |
male_divorced |
co |
3 |
car |
43 |
none |
own |
1 |
management |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
television |
1345 |
<100 |
<4 |
4 |
male_married |
none |
3 |
real_estate |
26 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
12 |
ok_til_now |
car_new |
1101 |
<100 |
<4 |
3 |
male_married |
none |
2 |
real_estate |
27 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
12 |
ok_til_now |
television |
3016 |
<100 |
<4 |
3 |
male_married |
none |
1 |
car |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
furniture |
2712 |
<100 |
>=7 |
2 |
male_single |
none |
2 |
savings |
41 |
bank |
own |
1 |
skilled |
2 |
no |
yes |
bad |
| <0 |
8 |
critical |
car_new |
731 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
47 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
18 |
critical |
furniture |
3780 |
<100 |
<1 |
3 |
male_divorced |
none |
2 |
car |
35 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| <0 |
21 |
critical |
car_new |
1602 |
<100 |
>=7 |
4 |
male_married |
none |
3 |
car |
30 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
18 |
critical |
car_new |
3966 |
<100 |
>=7 |
1 |
female |
none |
4 |
real_estate |
33 |
bank |
rent |
3 |
skilled |
1 |
yes |
yes |
bad |
| none |
18 |
ok |
business |
4165 |
<100 |
<4 |
2 |
male_single |
none |
2 |
car |
36 |
stores |
own |
2 |
skilled |
2 |
no |
yes |
bad |
| <0 |
36 |
ok_til_now |
car_used |
8335 |
unknown |
>=7 |
3 |
male_single |
none |
4 |
unknown |
47 |
none |
free |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
48 |
past_delays |
business |
6681 |
unknown |
<4 |
4 |
male_single |
none |
4 |
unknown |
38 |
none |
free |
1 |
skilled |
2 |
yes |
yes |
good |
| none |
24 |
past_delays |
business |
2375 |
<1000 |
<4 |
4 |
male_single |
none |
2 |
car |
44 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <0 |
18 |
ok_til_now |
car_new |
1216 |
<100 |
<1 |
4 |
female |
none |
3 |
car |
23 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
45 |
ok |
business |
11816 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
car |
29 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
24 |
ok_til_now |
television |
5084 |
unknown |
>=7 |
2 |
female |
none |
4 |
car |
42 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
15 |
ok_til_now |
television |
2327 |
<100 |
<1 |
2 |
female |
none |
3 |
real_estate |
25 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
12 |
ok |
car_new |
1082 |
<100 |
<4 |
4 |
male_single |
none |
4 |
car |
48 |
bank |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
12 |
ok_til_now |
television |
886 |
unknown |
<4 |
4 |
female |
none |
2 |
car |
21 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
4 |
ok_til_now |
furniture |
601 |
<100 |
<1 |
1 |
female |
none |
3 |
real_estate |
23 |
none |
rent |
1 |
unskilled |
2 |
no |
yes |
good |
| <0 |
24 |
critical |
car_used |
2957 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
savings |
63 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
critical |
television |
2611 |
<100 |
>=7 |
4 |
male_married |
co |
3 |
real_estate |
46 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
furniture |
5179 |
<100 |
<7 |
4 |
male_single |
none |
2 |
savings |
29 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
21 |
past_delays |
car_used |
2993 |
<100 |
<4 |
3 |
male_single |
none |
2 |
real_estate |
28 |
stores |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
18 |
ok_til_now |
repairs |
1943 |
<100 |
<1 |
4 |
female |
none |
4 |
real_estate |
23 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
ok_at_this_bank |
business |
1559 |
<100 |
<7 |
4 |
male_single |
none |
4 |
car |
50 |
bank |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
18 |
ok_til_now |
furniture |
3422 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
savings |
47 |
bank |
own |
3 |
skilled |
2 |
yes |
yes |
good |
| <200 |
21 |
ok_til_now |
furniture |
3976 |
unknown |
<7 |
2 |
male_single |
none |
3 |
car |
35 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
18 |
ok_til_now |
car_new |
6761 |
unknown |
<4 |
2 |
male_single |
none |
4 |
car |
68 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
ok_til_now |
car_new |
1249 |
<100 |
<1 |
4 |
male_married |
none |
2 |
real_estate |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
9 |
ok_til_now |
television |
1364 |
<100 |
<7 |
3 |
male_single |
none |
4 |
real_estate |
59 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
television |
709 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
57 |
stores |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <0 |
20 |
critical |
car_new |
2235 |
<100 |
<4 |
4 |
male_married |
guarantor |
2 |
savings |
33 |
bank |
rent |
2 |
skilled |
1 |
no |
no |
bad |
| none |
24 |
critical |
car_used |
4042 |
unknown |
<7 |
3 |
male_single |
none |
4 |
savings |
43 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
15 |
critical |
television |
1471 |
<100 |
<4 |
4 |
male_single |
none |
4 |
unknown |
35 |
none |
free |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
18 |
ok_at_this_bank |
car_new |
1442 |
<100 |
<7 |
4 |
male_single |
none |
4 |
unknown |
32 |
none |
free |
2 |
unskilled |
2 |
no |
yes |
bad |
| none |
36 |
past_delays |
car_new |
10875 |
<100 |
>=7 |
2 |
male_single |
none |
2 |
car |
45 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
car_new |
1474 |
<500 |
<1 |
4 |
male_married |
none |
3 |
real_estate |
33 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
10 |
ok_til_now |
retraining |
894 |
unknown |
<7 |
4 |
female |
none |
3 |
savings |
40 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
15 |
critical |
furniture |
3343 |
<100 |
<4 |
4 |
male_single |
none |
2 |
unknown |
28 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
15 |
ok_til_now |
car_new |
3959 |
<100 |
<4 |
3 |
female |
none |
2 |
savings |
29 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
9 |
ok_til_now |
car_new |
3577 |
<500 |
<4 |
1 |
male_single |
guarantor |
2 |
real_estate |
26 |
none |
rent |
1 |
skilled |
2 |
no |
no |
good |
| none |
24 |
critical |
car_used |
5804 |
>=1000 |
<4 |
4 |
male_single |
none |
2 |
real_estate |
27 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
past_delays |
business |
2169 |
<100 |
<4 |
4 |
male_married |
none |
2 |
car |
28 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
24 |
ok_til_now |
television |
2439 |
<100 |
<1 |
4 |
female |
none |
4 |
real_estate |
35 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
27 |
critical |
furniture |
4526 |
>=1000 |
<1 |
4 |
male_single |
none |
2 |
real_estate |
32 |
stores |
own |
2 |
unskilled |
2 |
yes |
yes |
good |
| none |
10 |
ok_til_now |
furniture |
2210 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
25 |
bank |
rent |
1 |
unskilled |
1 |
no |
yes |
bad |
| none |
15 |
ok_til_now |
furniture |
2221 |
<1000 |
<4 |
2 |
female |
none |
4 |
car |
20 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
television |
2389 |
<100 |
<1 |
4 |
female |
none |
1 |
car |
27 |
stores |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
critical |
furniture |
3331 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
savings |
42 |
stores |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
36 |
ok_til_now |
business |
7409 |
unknown |
>=7 |
3 |
male_single |
none |
2 |
savings |
37 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
furniture |
652 |
<100 |
>=7 |
4 |
female |
none |
4 |
savings |
24 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| none |
36 |
past_delays |
furniture |
7678 |
<1000 |
<7 |
2 |
female |
none |
4 |
car |
40 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
6 |
critical |
car_new |
1343 |
<100 |
>=7 |
1 |
male_single |
none |
4 |
real_estate |
46 |
none |
own |
2 |
skilled |
2 |
no |
no |
good |
| <0 |
24 |
critical |
business |
1382 |
<500 |
<7 |
4 |
male_single |
none |
1 |
real_estate |
26 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
15 |
ok_til_now |
appliances |
874 |
unknown |
<1 |
4 |
female |
none |
1 |
real_estate |
24 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
12 |
ok_til_now |
furniture |
3590 |
<100 |
<4 |
2 |
male_single |
co |
2 |
savings |
29 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <200 |
11 |
critical |
car_new |
1322 |
>=1000 |
<4 |
4 |
female |
none |
4 |
car |
40 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_at_this_bank |
television |
1940 |
<100 |
<1 |
3 |
male_single |
co |
4 |
unknown |
36 |
bank |
free |
1 |
management |
1 |
yes |
yes |
good |
| none |
36 |
ok_til_now |
television |
3595 |
<100 |
>=7 |
4 |
male_single |
none |
2 |
car |
28 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
9 |
ok_til_now |
car_new |
1422 |
<100 |
<1 |
3 |
male_single |
none |
2 |
unknown |
27 |
none |
free |
1 |
management |
1 |
yes |
yes |
bad |
| none |
30 |
critical |
television |
6742 |
unknown |
<7 |
2 |
male_single |
none |
3 |
savings |
36 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
car_used |
7814 |
<100 |
<7 |
3 |
male_single |
none |
3 |
car |
38 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
car_used |
9277 |
unknown |
<4 |
2 |
male_divorced |
none |
4 |
unknown |
48 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
good |
| <200 |
30 |
critical |
car_new |
2181 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
real_estate |
36 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
18 |
critical |
television |
1098 |
<100 |
unemployed |
4 |
female |
none |
4 |
car |
65 |
none |
own |
2 |
unemployed |
1 |
no |
yes |
good |
| <200 |
24 |
ok_til_now |
furniture |
4057 |
<100 |
<7 |
3 |
male_divorced |
none |
3 |
car |
43 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
12 |
ok_til_now |
education |
795 |
<100 |
<1 |
4 |
female |
none |
4 |
savings |
53 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
24 |
critical |
business |
2825 |
unknown |
<7 |
4 |
male_single |
none |
3 |
unknown |
34 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <200 |
48 |
ok_til_now |
business |
15672 |
<100 |
<4 |
2 |
male_single |
none |
2 |
car |
23 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
36 |
critical |
car_new |
6614 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
34 |
none |
own |
2 |
management |
1 |
yes |
yes |
good |
| none |
28 |
ok_at_this_bank |
car_used |
7824 |
unknown |
<1 |
3 |
male_single |
guarantor |
4 |
real_estate |
40 |
bank |
rent |
2 |
skilled |
2 |
yes |
yes |
good |
| <0 |
27 |
critical |
business |
2442 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
43 |
stores |
own |
4 |
management |
2 |
yes |
yes |
good |
| none |
15 |
critical |
television |
1829 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
46 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| <0 |
12 |
critical |
car_new |
2171 |
<100 |
<4 |
4 |
male_single |
none |
4 |
savings |
38 |
bank |
own |
2 |
unskilled |
1 |
no |
no |
good |
| <200 |
36 |
critical |
car_used |
5800 |
<100 |
<4 |
3 |
male_single |
none |
4 |
car |
34 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
18 |
critical |
television |
1169 |
unknown |
<4 |
4 |
male_single |
none |
3 |
savings |
29 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
36 |
past_delays |
car_used |
8947 |
unknown |
<7 |
3 |
male_single |
none |
2 |
car |
31 |
stores |
own |
1 |
management |
2 |
yes |
yes |
good |
| <0 |
21 |
ok_til_now |
television |
2606 |
<100 |
<1 |
4 |
female |
none |
4 |
savings |
28 |
none |
rent |
1 |
management |
1 |
yes |
yes |
good |
| none |
12 |
critical |
furniture |
1592 |
>=1000 |
<7 |
3 |
female |
none |
2 |
savings |
35 |
none |
own |
1 |
skilled |
1 |
no |
no |
good |
| none |
15 |
ok_til_now |
furniture |
2186 |
unknown |
<7 |
1 |
female |
none |
4 |
real_estate |
33 |
bank |
rent |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
furniture |
4153 |
<100 |
<4 |
2 |
male_single |
co |
3 |
car |
42 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
16 |
critical |
car_new |
2625 |
<100 |
>=7 |
2 |
male_single |
guarantor |
4 |
savings |
43 |
bank |
rent |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
20 |
critical |
car_new |
3485 |
unknown |
<1 |
2 |
male_divorced |
none |
4 |
real_estate |
44 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
good |
| none |
36 |
critical |
car_used |
10477 |
unknown |
>=7 |
2 |
male_single |
none |
4 |
unknown |
42 |
none |
free |
2 |
skilled |
1 |
no |
yes |
good |
| none |
15 |
ok_til_now |
television |
1386 |
unknown |
<4 |
4 |
male_married |
none |
2 |
real_estate |
40 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
24 |
ok_til_now |
television |
1278 |
<100 |
>=7 |
4 |
male_single |
none |
1 |
real_estate |
36 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
television |
1107 |
<100 |
<4 |
2 |
male_single |
none |
2 |
real_estate |
20 |
none |
rent |
1 |
management |
2 |
yes |
yes |
good |
| <0 |
21 |
ok_til_now |
car_new |
3763 |
unknown |
<7 |
2 |
male_single |
co |
2 |
real_estate |
24 |
none |
own |
1 |
unskilled |
1 |
no |
no |
good |
| <200 |
36 |
ok_til_now |
education |
3711 |
unknown |
<4 |
2 |
male_married |
none |
2 |
car |
27 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
15 |
past_delays |
car_used |
3594 |
<100 |
<1 |
1 |
female |
none |
2 |
savings |
46 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <200 |
9 |
ok_til_now |
car_new |
3195 |
unknown |
<4 |
1 |
female |
none |
2 |
real_estate |
33 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| none |
36 |
past_delays |
television |
4454 |
<100 |
<4 |
4 |
female |
none |
4 |
real_estate |
34 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
24 |
critical |
furniture |
4736 |
<100 |
<1 |
2 |
female |
none |
4 |
car |
25 |
bank |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <200 |
30 |
ok_til_now |
television |
2991 |
unknown |
>=7 |
2 |
female |
none |
4 |
car |
25 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
11 |
ok_til_now |
business |
2142 |
>=1000 |
>=7 |
1 |
male_divorced |
none |
2 |
real_estate |
28 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
24 |
ok_at_this_bank |
business |
3161 |
<100 |
<4 |
4 |
male_single |
none |
2 |
savings |
31 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
48 |
ok |
others |
18424 |
<100 |
<4 |
1 |
female |
none |
2 |
savings |
32 |
bank |
own |
1 |
management |
1 |
yes |
no |
bad |
| none |
10 |
ok_til_now |
car_used |
2848 |
<500 |
<4 |
1 |
male_single |
co |
2 |
real_estate |
32 |
none |
own |
1 |
skilled |
2 |
no |
yes |
good |
| <0 |
6 |
ok_til_now |
car_new |
14896 |
<100 |
>=7 |
1 |
male_single |
none |
4 |
unknown |
68 |
bank |
own |
1 |
management |
1 |
yes |
yes |
bad |
| <0 |
24 |
ok_til_now |
furniture |
2359 |
<500 |
unemployed |
1 |
male_divorced |
none |
1 |
savings |
33 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| <0 |
24 |
ok_til_now |
furniture |
3345 |
<100 |
>=7 |
4 |
male_single |
none |
2 |
savings |
39 |
none |
rent |
1 |
management |
1 |
yes |
yes |
bad |
| none |
18 |
critical |
furniture |
1817 |
<100 |
<4 |
4 |
female |
none |
2 |
unknown |
28 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
48 |
past_delays |
television |
12749 |
<1000 |
<7 |
4 |
male_single |
none |
1 |
car |
37 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
9 |
ok_til_now |
television |
1366 |
<100 |
<1 |
3 |
female |
none |
4 |
savings |
22 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
12 |
ok_til_now |
car_new |
2002 |
<100 |
<7 |
3 |
male_single |
none |
4 |
savings |
30 |
none |
rent |
1 |
skilled |
2 |
yes |
yes |
good |
| <0 |
24 |
ok_at_this_bank |
furniture |
6872 |
<100 |
<1 |
2 |
male_divorced |
none |
1 |
savings |
55 |
bank |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
12 |
ok_at_this_bank |
car_new |
697 |
<100 |
<1 |
4 |
male_single |
none |
2 |
car |
46 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <0 |
18 |
critical |
furniture |
1049 |
<100 |
<1 |
4 |
female |
none |
4 |
savings |
21 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
48 |
ok_til_now |
car_used |
10297 |
<100 |
<7 |
4 |
male_single |
none |
4 |
unknown |
39 |
stores |
free |
3 |
skilled |
2 |
yes |
yes |
bad |
| none |
30 |
ok_til_now |
television |
1867 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
car |
58 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
12 |
past_delays |
car_new |
1344 |
<100 |
<4 |
4 |
male_single |
none |
2 |
real_estate |
43 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
furniture |
1747 |
<100 |
<1 |
4 |
male_single |
co |
1 |
savings |
24 |
none |
own |
1 |
unskilled |
1 |
no |
no |
good |
| <200 |
9 |
ok_til_now |
television |
1670 |
<100 |
<1 |
4 |
female |
none |
2 |
car |
22 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
bad |
| none |
9 |
critical |
car_new |
1224 |
<100 |
<4 |
3 |
male_single |
none |
1 |
real_estate |
30 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
12 |
critical |
television |
522 |
<1000 |
>=7 |
4 |
male_single |
none |
4 |
savings |
42 |
none |
own |
2 |
skilled |
2 |
yes |
yes |
good |
| <0 |
12 |
ok_til_now |
television |
1498 |
<100 |
<4 |
4 |
female |
none |
1 |
car |
23 |
bank |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
30 |
past_delays |
television |
1919 |
<500 |
<1 |
4 |
male_single |
none |
3 |
unknown |
30 |
stores |
own |
2 |
management |
1 |
no |
yes |
bad |
| >=200 |
9 |
ok_til_now |
television |
745 |
<100 |
<4 |
3 |
female |
none |
2 |
real_estate |
28 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <200 |
6 |
ok_til_now |
television |
2063 |
<100 |
<1 |
4 |
male_married |
none |
3 |
car |
30 |
none |
rent |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
60 |
ok_til_now |
education |
6288 |
<100 |
<4 |
4 |
male_single |
none |
4 |
unknown |
42 |
none |
free |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
24 |
critical |
car_used |
6842 |
unknown |
<4 |
2 |
male_single |
none |
4 |
savings |
46 |
none |
own |
2 |
management |
2 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
car_new |
3527 |
unknown |
<1 |
2 |
male_single |
none |
3 |
savings |
45 |
none |
own |
1 |
management |
2 |
yes |
yes |
good |
| none |
10 |
ok_til_now |
car_new |
1546 |
<100 |
<4 |
3 |
male_single |
none |
2 |
real_estate |
31 |
none |
own |
1 |
unskilled |
2 |
no |
no |
good |
| none |
24 |
ok_til_now |
furniture |
929 |
unknown |
<7 |
4 |
male_single |
none |
2 |
car |
31 |
stores |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
4 |
critical |
car_new |
1455 |
<100 |
<7 |
2 |
male_single |
none |
1 |
real_estate |
42 |
none |
own |
3 |
unskilled |
2 |
no |
yes |
good |
| <0 |
15 |
ok_til_now |
furniture |
1845 |
<100 |
<1 |
4 |
female |
guarantor |
1 |
savings |
46 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
48 |
ok |
car_new |
8358 |
<1000 |
<1 |
1 |
female |
none |
1 |
car |
30 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_at_this_bank |
furniture |
3349 |
<1000 |
<1 |
4 |
male_single |
none |
4 |
unknown |
30 |
none |
free |
1 |
skilled |
2 |
yes |
yes |
bad |
| none |
12 |
ok_til_now |
car_new |
2859 |
unknown |
unemployed |
4 |
male_single |
none |
4 |
unknown |
38 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| none |
18 |
ok_til_now |
furniture |
1533 |
<100 |
<1 |
4 |
male_married |
co |
1 |
savings |
43 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
bad |
| none |
24 |
ok_til_now |
television |
3621 |
<500 |
>=7 |
2 |
male_single |
none |
4 |
car |
31 |
none |
own |
2 |
skilled |
1 |
no |
yes |
bad |
| <200 |
18 |
critical |
business |
3590 |
<100 |
unemployed |
3 |
male_married |
none |
3 |
car |
40 |
none |
own |
3 |
unemployed |
2 |
yes |
yes |
good |
| <0 |
36 |
past_delays |
business |
2145 |
<100 |
<7 |
2 |
male_single |
none |
1 |
car |
24 |
none |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
24 |
ok_til_now |
car_used |
4113 |
<1000 |
<1 |
3 |
female |
none |
4 |
car |
28 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
36 |
ok_til_now |
furniture |
10974 |
<100 |
unemployed |
4 |
female |
none |
2 |
car |
26 |
none |
own |
2 |
management |
1 |
yes |
yes |
bad |
| <0 |
12 |
ok_til_now |
car_new |
1893 |
<100 |
<4 |
4 |
female |
guarantor |
4 |
savings |
29 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
24 |
critical |
television |
1231 |
>=1000 |
>=7 |
4 |
female |
none |
4 |
savings |
57 |
none |
rent |
2 |
management |
1 |
yes |
yes |
good |
| >=200 |
30 |
critical |
television |
3656 |
unknown |
>=7 |
4 |
male_single |
none |
4 |
savings |
49 |
stores |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <200 |
9 |
critical |
television |
1154 |
<100 |
>=7 |
2 |
male_single |
none |
4 |
real_estate |
37 |
none |
own |
3 |
unskilled |
1 |
no |
yes |
good |
| <0 |
28 |
ok_til_now |
car_new |
4006 |
<100 |
<4 |
3 |
male_single |
none |
2 |
car |
45 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
bad |
| <200 |
24 |
ok_til_now |
furniture |
3069 |
<500 |
>=7 |
4 |
male_single |
none |
4 |
unknown |
30 |
none |
free |
1 |
skilled |
1 |
no |
yes |
good |
| none |
6 |
critical |
television |
1740 |
<100 |
>=7 |
2 |
male_married |
none |
2 |
real_estate |
30 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
good |
| <200 |
21 |
past_delays |
car_new |
2353 |
<100 |
<4 |
1 |
male_divorced |
none |
4 |
savings |
47 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
15 |
ok_til_now |
car_new |
3556 |
unknown |
<4 |
3 |
male_single |
none |
2 |
unknown |
29 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
television |
2397 |
<1000 |
>=7 |
3 |
male_single |
none |
2 |
car |
35 |
bank |
own |
2 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
6 |
ok_til_now |
repairs |
454 |
<100 |
<1 |
3 |
male_married |
none |
1 |
savings |
22 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
30 |
ok_til_now |
television |
1715 |
unknown |
<4 |
4 |
female |
none |
1 |
car |
26 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
27 |
critical |
television |
2520 |
<1000 |
<4 |
4 |
male_single |
none |
2 |
savings |
23 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
bad |
| none |
15 |
ok_til_now |
television |
3568 |
<100 |
>=7 |
4 |
female |
none |
2 |
car |
54 |
bank |
rent |
1 |
management |
1 |
yes |
yes |
good |
| none |
42 |
ok_til_now |
television |
7166 |
unknown |
<7 |
2 |
male_married |
none |
4 |
savings |
29 |
none |
rent |
1 |
skilled |
1 |
yes |
yes |
good |
| <0 |
11 |
critical |
car_new |
3939 |
<100 |
<4 |
1 |
male_single |
none |
2 |
real_estate |
40 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| <200 |
15 |
ok_til_now |
repairs |
1514 |
<500 |
<4 |
4 |
male_single |
guarantor |
2 |
real_estate |
22 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
ok_til_now |
car_new |
7393 |
<100 |
<4 |
1 |
male_single |
none |
4 |
savings |
43 |
none |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <0 |
24 |
ok_at_this_bank |
car_new |
1193 |
<100 |
unemployed |
1 |
female |
co |
4 |
unknown |
29 |
none |
rent |
2 |
unemployed |
1 |
no |
yes |
bad |
| <0 |
60 |
ok_til_now |
business |
7297 |
<100 |
>=7 |
4 |
male_single |
co |
4 |
unknown |
36 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
30 |
critical |
television |
2831 |
<100 |
<4 |
4 |
female |
none |
2 |
car |
33 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| >=200 |
24 |
ok_til_now |
television |
1258 |
<1000 |
<4 |
3 |
female |
none |
3 |
car |
57 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <200 |
6 |
ok_til_now |
television |
753 |
<100 |
<4 |
2 |
female |
guarantor |
3 |
real_estate |
64 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <200 |
18 |
past_delays |
business |
2427 |
unknown |
>=7 |
4 |
male_single |
none |
2 |
savings |
42 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
24 |
past_delays |
car_new |
2538 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
47 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
bad |
| <200 |
15 |
ok_at_this_bank |
car_new |
1264 |
<500 |
<4 |
2 |
male_married |
none |
2 |
savings |
25 |
none |
rent |
1 |
skilled |
1 |
no |
yes |
bad |
| <200 |
30 |
critical |
furniture |
8386 |
<100 |
<7 |
2 |
male_single |
none |
2 |
savings |
49 |
none |
own |
1 |
skilled |
1 |
no |
yes |
bad |
| none |
48 |
ok_til_now |
business |
4844 |
<100 |
unemployed |
3 |
male_single |
none |
2 |
car |
33 |
bank |
rent |
1 |
management |
1 |
yes |
yes |
bad |
| >=200 |
21 |
ok_til_now |
car_new |
2923 |
<500 |
<4 |
1 |
female |
none |
1 |
car |
28 |
bank |
own |
1 |
management |
1 |
yes |
yes |
good |
| <0 |
36 |
ok_til_now |
car_used |
8229 |
<100 |
<4 |
2 |
male_single |
none |
2 |
savings |
26 |
none |
own |
1 |
skilled |
2 |
no |
yes |
bad |
| none |
24 |
critical |
furniture |
2028 |
<100 |
<7 |
2 |
male_single |
none |
2 |
savings |
30 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
15 |
critical |
furniture |
1433 |
<100 |
<4 |
4 |
female |
none |
3 |
savings |
25 |
none |
rent |
2 |
skilled |
1 |
no |
yes |
good |
| >=200 |
42 |
ok |
business |
6289 |
<100 |
<1 |
2 |
male_divorced |
none |
1 |
savings |
33 |
none |
own |
2 |
skilled |
1 |
no |
yes |
good |
| none |
13 |
ok_til_now |
television |
1409 |
<500 |
unemployed |
2 |
female |
none |
4 |
real_estate |
64 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
24 |
ok_til_now |
car_used |
6579 |
<100 |
unemployed |
4 |
male_single |
none |
2 |
unknown |
29 |
none |
free |
1 |
management |
1 |
yes |
yes |
good |
| <200 |
24 |
critical |
television |
1743 |
<100 |
>=7 |
4 |
male_single |
none |
2 |
savings |
48 |
none |
own |
2 |
unskilled |
1 |
no |
yes |
good |
| none |
12 |
critical |
education |
3565 |
unknown |
<1 |
2 |
male_single |
none |
1 |
savings |
37 |
none |
own |
2 |
unskilled |
2 |
no |
yes |
good |
| none |
15 |
ok_at_this_bank |
television |
1569 |
<500 |
>=7 |
4 |
male_single |
none |
4 |
car |
34 |
bank |
own |
1 |
unskilled |
2 |
no |
yes |
good |
| <0 |
18 |
ok_til_now |
television |
1936 |
unknown |
<7 |
2 |
male_married |
none |
4 |
car |
23 |
none |
rent |
2 |
unskilled |
1 |
no |
yes |
good |
| <0 |
36 |
ok_til_now |
furniture |
3959 |
<100 |
unemployed |
4 |
male_single |
none |
3 |
savings |
30 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
car_new |
2390 |
unknown |
>=7 |
4 |
male_single |
none |
3 |
car |
50 |
none |
own |
1 |
skilled |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
furniture |
1736 |
<100 |
<7 |
3 |
female |
none |
4 |
real_estate |
31 |
none |
own |
1 |
unskilled |
1 |
no |
yes |
good |
| <0 |
30 |
ok_til_now |
car_used |
3857 |
<100 |
<4 |
4 |
male_divorced |
none |
4 |
savings |
40 |
none |
own |
1 |
management |
1 |
yes |
yes |
good |
| none |
12 |
ok_til_now |
television |
804 |
<100 |
>=7 |
4 |
male_single |
none |
4 |
car |
38 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
| <0 |
45 |
ok_til_now |
television |
1845 |
<100 |
<4 |
4 |
male_single |
none |
4 |
unknown |
23 |
none |
free |
1 |
skilled |
1 |
yes |
yes |
bad |
| <200 |
45 |
critical |
car_used |
4576 |
<500 |
unemployed |
3 |
male_single |
none |
4 |
car |
27 |
none |
own |
1 |
skilled |
1 |
no |
yes |
good |
|
|
|
|