Loan Default Risk Assessment
GradientBoostingClassifier · Basel III / IFRS 9 expected-loss framing
API base URL (your Render deployment)
Checking account status
< 0 DM
0 – 200 DM
≥ 200 DM
no checking account
Duration (months)
Credit history
no credits taken
all credits paid duly (this bank)
existing credits paid duly
delay in past payments
critical account
Purpose
new car
used car
furniture/equipment
radio/TV
education
business
Credit amount (DM)
Savings account
< 100 DM
100 – 500 DM
500 – 1000 DM
≥ 1000 DM
unknown / none
Employment length
unemployed
< 1 year
1 – 4 years
4 – 7 years
≥ 7 years
Installment rate (% of income)
Personal status / sex
male, divorced/separated
female, divorced/separated/married
male, single
male, married/widowed
Other debtors / guarantors
none
co-applicant
guarantor
Residence since (years)
Property
real estate
building society savings / life insurance
car or other
unknown / none
Age
Other installment plans
bank
stores
none
Housing
rent
own
for free
Existing credits at this bank
Job
unemployed / unskilled non-resident
unskilled resident
skilled employee/official
management / self-employed
Number of dependents
Has telephone
none
yes
Foreign worker
yes
no
Assess Risk
Result