solomonkimunyu/IndabaX-Ghana-AutoInland-Vehicle-Insurance-Claim-1st-position-winning-solution

The official winning solution for 1st position in IndabaX Ghana AutoInland Vehicle Insurance Claim Challenge By Zindi # IndabaX-Ghana-AutoInland-Vehicle-Insurance-Claim-1st-position-winning-solution ### The official winning solution for 1st position in IndabaX Ghana AutoInland Vehicle Insurance Claim Challenge By Zindi - Public Leaderboard : 0.506046930303 - Private Leaderboard : 0.511111111111 ## PROBLEM STATEMENT When providing insurance, there are very few points of contact between customers and the insurance provider. Because of this, AutoInland (an Insurance company in west Africa with a focus on Auto Insurance) needs to make every point of contact count; one of the most valuable of these is filing and settlement of claims. AutoInland believes that to achieve better service level standards, they need to anticipate future demands in terms of claims request volume. This will allow them to better manage their resources while keeping the customer experience positive and the levels of satisfaction high. ## OBJECTIVE OF THE HACKATHON The objective of this hackathon is to develop a predictive model that determines if a customer will submit a vehicle insurance claim in the next three months. This solution will help streamline financial planning at AutoInland and allow them to better serve their customers by understanding which customers are likely to submit a claim.Have a look on Zindi ## REQUIREMENT ``` 1. pandas 1.2.4 2. numpy 1.19.5 3. seaborn 0.11.1 4. lightgbm 3.2.1 5. sklearn 0.24.2 6. python 3.9.2 ``` ``` Enjoy ! ```