input_format.txt

Sample data:

fraud YES

{
  "months_as_customer": 328,
  "age": 48,
  "policy_deductable": 1000,
  "umbrella_limit": 0,
  "capital-gains": 53300,
  "capital-loss": 0,
  "incident_hour_of_the_day": 5,
  "number_of_vehicles_involved": 1,
  "bodily_injuries": 1,
  "witnesses": 2,
  "total_claim_amount": 71610,
  "injury_claim": 6510,
  "property_claim": 13020,
  "vehicle_claim": 52080,
  "insured_sex": "MALE",
  "insured_education_level": "MD",
  "insured_occupation": "craft-repair",
  "insured_hobbies": "sleeping",
  "insured_relationship": "husband",
  "incident_type": "Single Vehicle Collision",
  "collision_type": "Side Collision",
  "incident_severity": "Major Damage",
  "authorities_contacted": "Police",
  "property_damage": "YES",
  "police_report_available": "YES"
  }
  
fraud NO

{
  "months_as_customer": 328,
  "age": 29,
  "policy_deductable": 1000,
  "umbrella_limit": 5000000,
  "capital-gains": 35100,
  "capital-loss": 0,
  "incident_hour_of_the_day": 5,
  "number_of_vehicles_involved": 1,
  "bodily_injuries": 2,
  "witnesses": 0,
  "total_claim_amount": 65000,
  "injury_claim": 1300,
  "property_claim": 650,
  "vehicle_claim": 5200,
  "insured_sex": "MALE",
  "insured_education_level": "MD",
  "insured_occupation": "sales",
  "insured_hobbies": "reading",
  "insured_relationship": "unmarried",
  "incident_type": "Vehicle Theft",
  "collision_type": "Side Collision",
  "incident_severity": "Major Damage",
  "authorities_contacted": "Police",
  "property_damage": "YES",
  "police_report_available": "YES"
  }