Belgian motor third-part liability dataset

The dataset beMTPL was collected by an unknown Belgium insurer. It consists of 70 791 claims for private motor insurance.

Usage

data(beMTPL16)

beMTPL16 contains:

insurance_contract: a numeric for Unique identifier for the contract
policy_year: a numeric for Year of study or observation for the insured person
exposure: a numeric for Exposure duration in years
insured_year_birth: a numeric for insured's year of birth
vehicle_age: a numeric for Age of the vehicle in years
policy_holder_age: a numeric for Seniority of the insured at the insurance agency
driver_license_age: a numeric for Age of the driver's licence
vehicle_brand: a factor for Brand of the vehicle
vehicle_model: a factor for Model of the vehicle
mileage: a numeric for Mileage of the vehicle
vehicle_power: a numeric for Power value of the vehicle
catalog_value: a numeric for Catalog value of the vehicle
claim_value: a numeric for Value of the claim
number_of_liability_claims: a numeric for Number of liability claims
number_of_bodily_injury_liability_claims: a numeric for Number of bodily injury liability claims
claim_time: a factor for Time (within a day) of the accident
claim_responsibility_rate: a numeric for Rate of responsibility for the claim (100% full responsibility, 0% no responsibility
driving_training_label: a factor indicating driving training program
signal: a numeric indicating 1 = warning, 0 = no warning

Unknown insurer


# (1) load of data
#
data(beMTPL16)