UmojaHack Africa 2022: Monthly Insurance Claim Prediction Challenge (INTERMEDIATE)
Can you predict how much will be claimed per month?
Prize
$2 400
Time
Ended 11 months ago
Participants
258 active · 454 enrolled
Helping
Zimbabwe
Intermediate
Customer service
Insurance
About

The data contains categorical and numerical independent variables. The target column is the claim column which indicates the value of a claim. Policy terms are annual and as a result a policy is renewed every 12 months from the date of inception.

Read more about the data in the data dictionary and the files available for download.

Watch this video for a walk-through of the starter notebook and for interesting insights.

Files
Description
Files
This is a variable description.
This shows the submission format for this competition, with the ‘ID’ column mirroring that of Test.csv and the ‘Signal’ column containing your predictions. The order of the rows does not matter, but the names of the ‘ID’ must be correct.
This is the dataset on which you will apply your model to, it resembles Train.csv but without the target column.
This is extra information regarding the policies, you can choose to use it if you want.
This is the dataset that you will use to train your model, it contains the target.
This will help you make your first submission on the leaderboard.