AutoInland Vehicle Insurance Claim Challenge
$1,000 USD
Can you predict if a client will submit a vehicle insurance claim in the next 3 months?
1188 data scientists enrolled, 573 on the leaderboard
InsuranceFinancial ServicesPredictionStructured
26 March—27 June
Ends in 9 days
Is there something wrong with the dataset?
published 3 Jun 2021, 08:04

I keep getting very low f1 score even after oversampling the dataset. How did you guys combat it?

haaaa, how low is your score?

There is this tutorial video: https://www.youtube.com/watch?v=yMK2wmMBjxc&t=1608s shared in this discussion https://zindi.africa/competitions/autoinland-vehicle-insurance-claim-challenge/discussions/5851 that can serve as a reference start point.

Cheers :-)

i get a high f1 score but the score on the leaderboard is too low

This could be a sign of overfitting in your model or overlap between your training and validation data set locally. You might want to review these two aspects.