Naive leave-one-out target encoding still risks:
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Short Explanation
LOO target encoding still needs smoothing + proper CV or it leaks/overfits rares.
Full Explanation
Advanced encoding pitfalls.
Select an answer to reveal the explanation.
LOO target encoding still needs smoothing + proper CV or it leaks/overfits rares.
Advanced encoding pitfalls.