alteryx / alteryx/evalml

Use our own implementation for one-hot encoding

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#1,995 1 則留言 0 個 reaction 已指派 1 人 已被 @asniyaz 認領 在 GitHub 檢視
enhancement performance
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Python
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描述

Following discussion from #1936 and #830, we've had to work around our the scikit-learn implementation of one-hot encoding to add our own functionality. #1936 in particular works to add the ability to drop an encoded feature that only has two categories, but has to work around scikit-learn's implementation limitations.

Rolling our own implementation can help increase performance and avoid extra convoluted logic we've added to work out scikit-learn's implementation :)

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