Re: Reverse MinMaxScaler in SparkML

2018-01-29 Thread Nick Pentreath
This would be interesting and a good addition I think. It bears some thought about the API though. One approach is to have an "inverseTransform" method similar to sklearn. The other approach is to "formalize" something like StringIndexerModel -> IndexToString. Here, the inverse transformer is a

Reverse MinMaxScaler in SparkML

2018-01-08 Thread Tomasz Dudek
Hello, since the similar question on StackOverflow remains unanswered ( https://stackoverflow.com/questions/46092114/is-there-no-inverse-transform-method-for-a-scaler-like-minmaxscaler-in-spark ) and perhaps there is a solution that I am not aware of, I'll ask: After traning MinMaxScaler(or