Github user WeichenXu123 commented on the issue:

    https://github.com/apache/spark/pull/19516
  
    I thought about this, because `ChiSqSelector` only work for categorical 
features, after processing it marked features without attributes as 
`NominalAttribute` is reasonable, the problem is it do not fill the `values` or 
`numValues` members (which are both optional, not required). So I think it 
isn't a bug. But maybe you can improve this, to fill `values` or `numValues` 
members, by using stats info from `ChiSqSelector`?


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