Search is not available for this dataset
status of existing checking account
class label 4
classes | duration in month
float32 4
72
| credit history
class label 5
classes | purpose
class label 10
classes | credit amount
float32 250
18.4k
| savings account/bonds
class label 5
classes | present employment since
class label 5
classes | installment rate in percentage of disposable income
float32 1
4
| personal status and sex
class label 4
classes | other debtors / guarantors
class label 3
classes | present residence since
float32 1
4
| property
class label 4
classes | age in years
float32 19
75
| other installment plans
class label 3
classes | housing
class label 3
classes | number of existing credits at this bank
float32 1
4
| job
class label 4
classes | number of people being liable to provide maintenance for
float32 1
2
| telephone
class label 2
classes | foreign worker
class label 2
classes | class
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3no checking account
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,473 | 0< 100 DM
| 1< 1 year
| 3 | 3male: married/widowed
| 0none
| 4 | 0real estate
| 39 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 9business
| 1,887 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 4 | 0real estate
| 28 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 3delay in paying off in the past
| 9business
| 8,648 | 0< 100 DM
| 1< 1 year
| 2 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 27 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 14 | 3delay in paying off in the past
| 0car (new)
| 802 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 27 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 3delay in paying off in the past
| 0car (new)
| 2,899 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 43 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,039 | 0< 100 DM
| 1< 1 year
| 1 | 3male: married/widowed
| 0none
| 1 | 1building society savings agreement / life insurance
| 22 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 2,197 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 43 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 15 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,053 | 0< 100 DM
| 1< 1 year
| 4 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 27 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 1no
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,235 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 3 | 0male: divorced/separated
| 0none
| 2 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 939 | 2500 <= ... < 1000 DM
| 34 <= ... < 7 years
| 4 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 28 | 2none
| 1own
| 3 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,967 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 20 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 33 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 7,253 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 35 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 9business
| 2,292 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 42 | 1stores
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 0car (new)
| 1,597 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 3unknown / no property
| 40 | 2none
| 0rent
| 1 | 1unskilled - resident
| 2 | 0none
| 1no
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,381 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 35 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 36 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 5,842 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 35 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 2,579 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 1 | 0real estate
| 33 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 18 | 3delay in paying off in the past
| 7vacation
| 8,471 | 4unknown / no savings account
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 23 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 21 | 2existing credits paid back duly till now
| 0car (new)
| 2,782 | 2500 <= ... < 1000 DM
| 34 <= ... < 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 31 | 0bank
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 0car (new)
| 1,042 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 0car (new)
| 3,186 | 3>= 1000 DM
| 34 <= ... < 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 20 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 1car (used)
| 2,028 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 958 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 3 | 0real estate
| 47 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 21 | 3delay in paying off in the past
| 3radio/television
| 1,591 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 3 | 0real estate
| 34 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 2,762 | 4unknown / no savings account
| 4>= 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 25 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 1car (used)
| 2,779 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 3male: married/widowed
| 0none
| 3 | 2car or other, not in attribute 6
| 21 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 28 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,743 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 29 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,149 | 3>= 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 3 | 0real estate
| 46 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 9 | 2existing credits paid back duly till now
| 3radio/television
| 1,313 | 0< 100 DM
| 4>= 7 years
| 1 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 20 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 6education
| 1,190 | 0< 100 DM
| 0unemployed
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 55 | 2none
| 2for free
| 3 | 0unemployed / unskilled - non-resident
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 5 | 2existing credits paid back duly till now
| 9business
| 3,448 | 0< 100 DM
| 34 <= ... < 7 years
| 1 | 2male: single
| 0none
| 4 | 0real estate
| 74 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 2furniture/equipment
| 11,328 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 1co-applicant
| 3 | 2car or other, not in attribute 6
| 29 | 0bank
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 6 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,872 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 36 | 2none
| 2for free
| 3 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 6education
| 2,058 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 0male: divorced/separated
| 0none
| 2 | 0real estate
| 33 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 9 | 2existing credits paid back duly till now
| 3radio/television
| 2,136 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 0real estate
| 25 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,484 | 4unknown / no savings account
| 21 <= ... < 4 years
| 2 | 3male: married/widowed
| 0none
| 1 | 0real estate
| 25 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 6education
| 660 | 2500 <= ... < 1000 DM
| 34 <= ... < 7 years
| 2 | 3male: married/widowed
| 0none
| 4 | 0real estate
| 23 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,287 | 3>= 1000 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 37 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 42 | 4critical account / other credits existing (not at this bank)
| 6education
| 3,394 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 1co-applicant
| 4 | 2car or other, not in attribute 6
| 65 | 2none
| 1own
| 2 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12 | 1all credits at this bank paid back duly
| 9business
| 609 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 26 | 2none
| 1own
| 1 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 1,884 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 39 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 1,620 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 1co-applicant
| 3 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 20 | 3delay in paying off in the past
| 2furniture/equipment
| 2,629 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 29 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 7vacation
| 719 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 41 | 0bank
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 48 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 5,096 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 9 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 1,244 | 4unknown / no savings account
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 41 | 2none
| 0rent
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 0car (new)
| 1,842 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 34 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 7 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,576 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 2guarantor
| 2 | 0real estate
| 35 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 1,424 | 4unknown / no savings account
| 4>= 7 years
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 55 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 15 | 3delay in paying off in the past
| 6education
| 1,512 | 3>= 1000 DM
| 21 <= ... < 4 years
| 3 | 3male: married/widowed
| 0none
| 3 | 1building society savings agreement / life insurance
| 61 | 1stores
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 36 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 11,054 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 518 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 29 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 0no credits taken / all credits paid back duly
| 3radio/television
| 2,759 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 34 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 2,670 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 35 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 4,817 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 1co-applicant
| 3 | 1building society savings agreement / life insurance
| 31 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 2,679 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 3unknown / no property
| 29 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 11 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,905 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 0real estate
| 36 | 2none
| 0rent
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 1car (used)
| 3,386 | 0< 100 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 35 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 6 | 2existing credits paid back duly till now
| 5repairs
| 343 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 27 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 4,594 | 0< 100 DM
| 1< 1 year
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 3radio/television
| 3,620 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 2guarantor
| 2 | 1building society savings agreement / life insurance
| 37 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 15 | 2existing credits paid back duly till now
| 0car (new)
| 1,721 | 0< 100 DM
| 1< 1 year
| 2 | 2male: single
| 0none
| 3 | 0real estate
| 36 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 3,017 | 0< 100 DM
| 1< 1 year
| 3 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 34 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 8retraining
| 754 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 38 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 9business
| 1,950 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 1 | 2car or other, not in attribute 6
| 34 | 1stores
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 2,924 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 2guarantor
| 4 | 3unknown / no property
| 63 | 0bank
| 1own
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 3delay in paying off in the past
| 4domestic appliances
| 1,659 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 29 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 48 | 3delay in paying off in the past
| 4domestic appliances
| 7,238 | 4unknown / no savings account
| 4>= 7 years
| 3 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 32 | 0bank
| 1own
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 33 | 3delay in paying off in the past
| 9business
| 2,764 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 3delay in paying off in the past
| 1car (used)
| 4,679 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 35 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,092 | 1100 <= ... < 500 DM
| 1< 1 year
| 3 | 3male: married/widowed
| 0none
| 2 | 2car or other, not in attribute 6
| 22 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 6 | 2existing credits paid back duly till now
| 7vacation
| 448 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 23 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 9 | 2existing credits paid back duly till now
| 0car (new)
| 654 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 28 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 8retraining
| 1,238 | 4unknown / no savings account
| 0unemployed
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 36 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,245 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 2 | 2car or other, not in attribute 6
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 18 | 0no credits taken / all credits paid back duly
| 3radio/television
| 3,114 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 26 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 39 | 2existing credits paid back duly till now
| 1car (used)
| 2,569 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 5,152 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 25 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 9business
| 1,037 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 4 | 0real estate
| 39 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 15 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,478 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 44 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 3,573 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 23 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,201 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 1 | 1building society savings agreement / life insurance
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 30 | 2existing credits paid back duly till now
| 3radio/television
| 3,622 | 3>= 1000 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 57 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 15 | 3delay in paying off in the past
| 3radio/television
| 960 | 3>= 1000 DM
| 34 <= ... < 7 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,163 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 44 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 6 | 3delay in paying off in the past
| 0car (new)
| 1,209 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 47 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,077 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 52 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 3,757 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 1co-applicant
| 4 | 3unknown / no property
| 62 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 0car (new)
| 1,418 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 0real estate
| 35 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 1no
| 0good
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 0car (new)
| 3,518 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 2guarantor
| 3 | 1building society savings agreement / life insurance
| 26 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,934 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 2 | 3unknown / no property
| 26 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 27 | 0no credits taken / all credits paid back duly
| 9business
| 8,318 | 0< 100 DM
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 42 | 2none
| 2for free
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,237 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 1 | 1building society savings agreement / life insurance
| 27 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 368 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 38 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,122 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 0real estate
| 39 | 2none
| 0rent
| 2 | 1unskilled - resident
| 2 | 0none
| 1no
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 2,996 | 4unknown / no savings account
| 21 <= ... < 4 years
| 2 | 3male: married/widowed
| 0none
| 4 | 2car or other, not in attribute 6
| 20 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 36 | 2existing credits paid back duly till now
| 3radio/television
| 9,034 | 1100 <= ... < 500 DM
| 1< 1 year
| 4 | 2male: single
| 1co-applicant
| 1 | 3unknown / no property
| 29 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,585 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 40 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,301 | 0< 100 DM
| 4>= 7 years
| 4 | 3male: married/widowed
| 2guarantor
| 2 | 0real estate
| 32 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 6 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,323 | 1100 <= ... < 500 DM
| 4>= 7 years
| 2 | 0male: divorced/separated
| 0none
| 4 | 2car or other, not in attribute 6
| 28 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
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