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$\begingroup$ This looks interesting. Exploding the dimension is one concern and another concern is the order of level disappear for each feature is another concern. $\endgroup$

newleaf
– newleaf

2019-09-05 16:50:08 +00:00
Commented Sep 5, 2019 at 16:50
$\begingroup$ can this library combine with sklearn? Thanks. $\endgroup$

newleaf
– newleaf

2019-09-05 16:51:08 +00:00
Commented Sep 5, 2019 at 16:51
$\begingroup$ yes, i'm using it inside a sklearn pipeline right now. pipelineIRIS = Pipeline([ ('TargetEncoder',ce.TargetEncoder(cols=['IRIS'],smoothing=5)) ]) $\endgroup$

Wizard_10101010
– Wizard_10101010

2019-09-05 16:52:05 +00:00
Commented Sep 5, 2019 at 16:52
$\begingroup$ everything you need to know is mentionned in their docs $\endgroup$

Wizard_10101010
– Wizard_10101010

2019-09-05 16:53:37 +00:00
Commented Sep 5, 2019 at 16:53

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