PREDICT THE PROBABILITY FOR AN INSURED HOUSE TO GET BURNT.
The machine learning algorithm tells if the client's house will get burnt as well as the probability for the client to come for his insurance.
year of observation for the insured policy
duration of insurance policy in Olusola Insurance. (6 months = 0.5)
is the building a residential building or not
is the building painted or not?
is the building fence or not?
building has garden or not?
Area where the building is located.
Size of the insured building in metre square(input value only).
The type of building (Type 1, 2, 3, 4)
date building was first occupied(year only)
Geographical Code of the Insured building


This is a deployed model of the AXA MANSARD INSURANCE PREDICTION in-house competition hosted on ZINDI during the 2019 DATA SCIENCE NIGERIA bootcamp.