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AirQo African Air Quality Prediction Challenge

$3 000 USD
Completed (over 1 year ago)
Prediction
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Starti
Mar 15, 24
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Jun 16, 24
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Jun 16, 24
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DanielTobi0
Ibadan city polyechnic
Public lb: 14.11 Getting started notebook
Notebooks · 14 Apr 2024, 16:29 · 3

There is a link to my current approach to the problem, I am open to ideas and methods to further increase my public lb.

https://colab.research.google.com/drive/1BRapc-ak5ML86A56aGSBnMU66uPATChV?usp=sharing

Discussion 3 answers

Hi! I see you combine your train and test data this will cause data leakage, and your score will decrease considerably on the private leaderboard

4 May 2024, 13:33
Upvotes 0
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TolulopeElijah
Federal University of Technology Akure

he splitted it back using the train indices before training...

he only combine it to clean it together as a dataframe

ok I didn't go that far in his work