Landslide Prevention and Innovation Challenge
Can you identify if a landslide occurred or not?
Prize
3 000 Zindi Points
Time
Ended 4 months ago
Participants
172 active · 473 enrolled
Helping
Hong Kong
Good for beginners
Classification
Safety
My Approach ~0.761 #6
Notebooks · 1 Oct 2022, 13:14 · 2

Hello everyone👋 and Congrats to the winners.

Here is my solution link. It is an ensemble of XGB and LightGBM trained on 10 stratified folds with oversampling method for the data imbalance problem and some threshold variations. It has a score of 0.761 on the private LB but was not one of my 2 best public LB scores.

please don't forget to upvote if you find it useful🙏

Enjoy!

Discussion 2 answers

Nice work @Ska3rfon, I and my team mate also made use of such approach we got 0.7631224764468371 on the private leaderboard but we didn't select it as our best submission 😔

1 Oct 2022, 13:25
Upvotes 1

Thanks!

1 Oct 2022, 19:49
Upvotes 1