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Adopting code to my needs I have found that in the scikit-learn 19.0 they recommend to put params list directly into the .fit( ) methods. That also makes the code more understandable for me as now it is more clear where these values go to (fit( ) function of DNNClassifier). Hope this makes sense.
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