Layer.ai Air Quality Prediction Challenge
Can you use Sentinel 5P data to predict air quality in Kampala for AirQo?
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$3 000 USD
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Ended 4 months ago
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Uganda
Good for beginners
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Safety
Stable cross validation?
Help · 2 Sep 2022, 11:14 · 2

Which cross validation scheme is reliable because Kfold ain't it?

Discussion 2 answers

Hi, I have created simple random split, and cv is inline with lb, however, I did not create any lag features, in which case this split is not meaningful. In that case, keeping the last few weeks of data for validation should be correct approach or use timeseries cross validation.

2 Sep 2022, 12:54
Upvotes 1