algorithmiaio / danku

Exchange ML models in a trustless manner!
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Is feature engineering possible? #2

Closed Jeiwan closed 6 years ago

Jeiwan commented 6 years ago

It doesn't look so. Feature engineering produces new features that are later used to build models, and with the protocol explained in the paper users can submit only models with the same set of features as were submitted by the buyer.

P.S. The idea is awesome!

kennydaniel commented 6 years ago

That's right, there's no way to modify or transform the input data set. I think with a well-designed network you could probably achieve a similar effect. Interesting idea though, thanks!