>> So is there any method within scikit, that could help me finding a
>> feature mapping?
>
> I am not sure what you mean by feature mapping? Do you mean a non 
> linear
> mapping to a feature spacing in which the classes should be 
> separable?

Yes, sorry for being imprecise.

> You might try totally random trees embedding for this purpose:
> 
> http://scikit-learn.org/stable/modules/ensemble.html#totally-random-trees-embedding
> and
> 
> http://scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_embedding.html

Ok, I will have a look. Thanks.

Cheers

Richard


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