PDP for One hot encoded features

[swaticolab]

I have a one hot encoded feature, with the resulting datatype of numeric. When I plot the PDP for this feature, I get a weird plot representing nothing, as below:

The plot works fine for other numeric feature columns. Only is not working fine for this OHE feature. Any suggestions?

[SauceCat]

Can you try to change your feature name to jobTitle_is_unknown (replace all white space with _) I suspect it’s the naming issue 2020年2月21日(金) 午後8:13 swaticolab <notifications@github.com>:

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I have a one hot encoded feature, with the resulting datatype of numeric. When I plot the PDP for this feature, I get a weird plot representing nothing, as below: [image: image] <https://user-images.githubusercontent.com/49306345/75033687-753c3700-54d1-11ea-8c2c-e20cd2ff0ff1.png> The plot works fine for other numeric feature columns. Only is not working fine for this OHE feature. Any suggestions? — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#62?email_source=notifications&email_token=ADXNPFAIOSOVKIZCA4DKIL3RD7AM3A5CNFSM4KZCBUW2YY3PNVWWK3TUL52HS4DFUVEXG43VMWVGG33NNVSW45C7NFSM4IPJA7AQ>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ADXNPFFHSZH33HYKMVPQ4OLRD7AM3ANCNFSM4KZCBUWQ> .

[swaticolab]

I tried after removing the spaces. Same issue again.