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jackvfb / south-pole-ozone-hole

Using ozonesonde vertical profiles to generate a cross section of the Antarctic ozone hole.
https://jackvfb.github.io/south-pole-ozone-hole
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Tune K #3

Closed jackvfb closed 5 days ago

jackvfb commented 6 days ago

I think rather than make a branch for different arbitrary choices of K, I should so I more formal train/test split and validation to optimize K.

jackvfb commented 6 days ago

I can holdout some years, say the last three years and do kfold cross validation on the training data, then get metrics from the test set.