Shiang-Tian / credit-card-ml

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Credit Card Default Detection

The goal of this project is to predict whether credit card users will pay on time next month.

The columns in the dataset:

  1. ID
  2. AGE: age(year)
  3. SEX: gender
  4. EDU: education
  5. MAR: marital status
  6. CRE: amount of the given credit
  7. BILL_1: amount of bill month ago
  8. BILL_2: amount of bill two months ago
  9. BILL_3: amount of bill three months ago
  10. STA_1: payment record month ago
  11. STA_2: payment record two months ago
  12. STA_3: payment record three months ago
  13. AMT_1: amount of payment month ago
  14. AMT_2: amount of payment two months ago
  15. AMT_3: amount of payment three months ago
  16. PAY: whether credit card users will pay on time next month

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