What is the default behaviour for random forests with zero features? It
seems to me that it just gives an error (although I'm not 100% sure if
that's the cause). This is a problem when using a feature selection step
and searching a grid for a good feature selection parameter.
Occasionally there might be a parameter which causes no features to be
selected and then it's necessary to set a more sensible range and run
everything again.

Regards,
Michal

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