test/pyminer
1
0
Fork 0
mirror of https://gitee.com/py2cn/pyminer.git synced 2024-11-29 10:17:47 +08:00
Code Issues Actions Packages Projects Releases Wiki Activity
master
pyminer/examples
History
py2cn b63ae81568 修改为标准python包形式
2021-10-28 00:18:07 +08:00
..
datasets 修改为标准python包形式 2021-10-28 00:18:07 +08:00
HereWeGo.py 修改为标准python包形式 2021-10-28 00:18:07 +08:00
README_ZH.md 修改为标准python包形式 2021-10-28 00:18:07 +08:00
README.md 修改为标准python包形式 2021-10-28 00:18:07 +08:00
UCI_Credit_Card.csv 修改为标准python包形式 2021-10-28 00:18:07 +08:00
woe_rule.pkl 修改为标准python包形式 2021-10-28 00:18:07 +08:00

README.md

Dataset Information

This dataset contains information on default payments, demographic factors, credit data, history of payment, and bill statements of credit card clients in Taiwan from April 2005 to September 2005.

YOU SHOULD SPECIFY THE VARIABLES DTYPES WITH config.csv

Appointment:

continuous variables: is_tobe_bin=1 and is_candidate=1

discrete variables: is_tobe_bin=0 and is_candidate=1

Content

There are 25 variables:

  • ID: ID of each client
  • LIMIT_BAL: Amount of given credit in NT dollars (includes individual and family/supplementary credit
  • SEX: Gender (1=male, 2=female)
  • EDUCATION: (1=graduate school, 2=university, 3=high school, 4=others, 5=unknown, 6=unknown)
  • MARRIAGE: Marital status (1=married, 2=single, 3=others)
  • AGE: Age in years
  • PAY_0: Repayment status in September, 2005 (-1=pay duly, 1=payment delay for one month, 2=payment delay for two months, ... 8=payment delay for eight months, 9=payment delay for nine months and above)
  • PAY_2: Repayment status in August, 2005 (scale same as above)
  • PAY_3: Repayment status in July, 2005 (scale same as above)
  • PAY_4: Repayment status in June, 2005 (scale same as above)
  • PAY_5: Repayment status in May, 2005 (scale same as above)
  • PAY_6: Repayment status in April, 2005 (scale same as above)
  • BILL_AMT1: Amount of bill statement in September, 2005 (NT dollar)
  • BILL_AMT2: Amount of bill statement in August, 2005 (NT dollar)
  • BILL_AMT3: Amount of bill statement in July, 2005 (NT dollar)
  • BILL_AMT4: Amount of bill statement in June, 2005 (NT dollar)
  • BILL_AMT5: Amount of bill statement in May, 2005 (NT dollar)
  • BILL_AMT6: Amount of bill statement in April, 2005 (NT dollar)
  • PAY_AMT1: Amount of previous payment in September, 2005 (NT dollar)
  • PAY_AMT2: Amount of previous payment in August, 2005 (NT dollar)
  • PAY_AMT3: Amount of previous payment in July, 2005 (NT dollar)
  • PAY_AMT4: Amount of previous payment in June, 2005 (NT dollar)
  • PAY_AMT5: Amount of previous payment in May, 2005 (NT dollar)
  • PAY_AMT6: Amount of previous payment in April, 2005 (NT dollar)
  • default.payment.next.month: Default payment (1=yes, 0=no)