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You could probably already do that with the R package caret.

It can train models for you automatically, so you could loop over every model available and return the top ten predictions. Of course it wouldn't get around the need for feature engineering, but its theoretically possible.

Note - do not attempt this unless you have lots and lots of machines, as it will take a very, very long time.



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