Insurance claim prediction

Recently, there has been an increase in the number of building collapse in Lagos and major cities in Nigeria. Olusola Insurance Company offers a building insurance policy that protects buildings against damages that could be caused by a fire or vandalism, by a flood or storm.

The following aims to determine if a building will have an insurance claim during a certain period or not. The probability of predicting a claim in predicted.

Data cleaning, some feature engineering and data exploration was done in R

Using CatBoost 3rd place was achieved