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Landslide Prevention and Innovation Challenge

Helping Hong Kong
3 000 Zindi Points
Challenge completed ~3 years ago
Classification
571 joined
172 active
Starti
Aug 15, 22
Closei
Sep 30, 22
Reveali
Sep 30, 22
User avatar
National School of Computer Science
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
User avatar
Ebiendele
Federal university of technology akure

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