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Maximum number of factor levels? #57

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KnutJaegersberg opened this issue Nov 8, 2022 · 2 comments
Open

Maximum number of factor levels? #57

KnutJaegersberg opened this issue Nov 8, 2022 · 2 comments

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@KnutJaegersberg
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Is there a maximum number of accepted factor levels when training naive bayes? I just only got missing values returned on a multiclass classification problem with 37 factor levels and 25k records.

@KnutJaegersberg
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You gotta know, your naive bayes model scales really well record and feature wise, as long as you have enough ram. Can I use it on a lot of classes, too, out of the box?

@KnutJaegersberg
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(I had cases where I considered using vowpal wabbit, but could actually just fit the problem in (128 gb) RAM with textmodels nb and your dfm implementation, great work)

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