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Credit Approval Ratings dataset legend

Headers

Explanatory

  1. Age
  2. Debt
  3. Married
  4. BankCustomer
  5. Industry
  6. Ethnicity
  7. YearsEmployed
  8. PriorDefault
  9. Employed
  10. Credit Score
  11. DriversLicense
  12. Citizen
  13. Income

Response

Approved

Features Key (for categorical data)

Gender

  1. Female
  2. Male

Married

  1. Single/Divorced
  2. Married

BankCustomer

  1. No account
  2. Has account

Industry

  1. Industrials
  2. Materials
  3. CommunicationServices
  4. Transport
  5. InformationTechnology
  6. Financials
  7. Energy
  8. Real Estate
  9. Utilities
  10. ConsumerDiscretionary
  11. Education
  12. ConsumerStaples
  13. Healthcare
  14. Research

Ethnicity

  1. White
  2. Black
  3. Asian
  4. Latino
  5. Other

Prior Default

  1. No prior default
  2. Prior default

Employed

  1. Not employed
  2. Employed

Driver's License

  1. No license
  2. License

Citizen

  1. ByBirth
  2. ByOtherMeans
  3. Temporary

Approved

  1. Not approved
  2. Approved