A dataset containing the age, number of claims, exposure, claim amount, power, bm, and region of 30,000 policyholders.
MTPLA data frame with 30,000 rows and 7 variables:
age of policyholder, in years.
number of claims.
exposure, for example, if a vehicle is insured as of July 1 for a certain year, then during that year, this would represent an exposure of 0.5 to the insurance company.
claim amount in Euros.
engine power of vehicle (in kilowatts).
level occupied in the 23-level (0-22) bonus-malus scale (the higher the level occupied, the worse the claim history).
region indicator (0-3).
Martin Haringa