Github user avulanov commented on the pull request:

    https://github.com/apache/spark/pull/1290#issuecomment-65264353
  
    Just in case, I've tested the ANN without the hidden layer and it seems to 
work as multinomial regression, though with (one-half) squared-error cost 
function and without softmax output. One needs to pass an empty array 
`Array[Int]()` as a hidden layer parameter.


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