This dataset consists of fictional clients who have been audited. For each case an outcome is recorded (whether the taxpayer's claims had to be adjusted or not).
Age
Gender
  • Male
  • Female
Marital
  • Absent
  • Divorced
  • Married
  • Married-spouse-absent
  • Unmarried
  • Widowed
Education
  • Associate
  • Bachelor
  • College
  • Doctorate
  • HSgrad
  • Master
  • Preschool
  • Professional
  • Vocational
  • Yr9
  • Yr10
  • Yr11
  • Yr12
  • Yr1t4
  • Yr5t6
  • Yr7t8
Employment
  • Consultant
  • Private
  • PSFederal
  • PSLocal
  • PSState
  • SelfEmp
  • Volunteer
Occupation
  • Cleaner
  • Clerical
  • Executive
  • Farming
  • Home
  • Machinist
  • Military
  • Professional
  • Protective
  • Repair
  • Sales
  • Service
  • Support
  • Transport
Hours
Income
Deduction
Accounts
  • Canada
  • China
  • Columbia
  • Cuba
  • Ecuador
  • England
  • Fiji
  • Germany
  • Greece
  • Guatemala
  • Service
  • Hong
  • Hungary
  • India
  • Indonesia
  • Iran
  • Ireland
  • Italy
  • Jamaica
  • Japan
  • Malaysia
  • Mexico
  • NewZealand
  • Nicaragua
  • Philippines
  • Poland
  • Portugal
  • Scotland
  • Singapore
  • Taiwan
  • UnitedStates
  • Vietnam
  • Yugoslavia
Predicted Result