I wouldn't remove bootstrapping. It is maybe not as commonly used as k-fold cross validation, but it is a quite established sampling technique. It would be good to keep this "sampling with replacement" alternative to cross validation.
Sebastian > On Aug 17, 2014, at 11:55 AM, Arman Eshaghi <[email protected]> wrote: > > I use it to get more stable results in cross validation, but I'm sure there > is a more important thing that I do not understand here, I will use > permutation (shuffle and split) from now on. > > Thanks > Arman > > >> On Fri, Aug 15, 2014 at 3:33 PM, Gael Varoquaux >> <[email protected]> wrote: >> We haven't been able to understand where in the context of machine learning >> this object was useful. Could you please give us an example of use. >> >> Gaël >> >> >> -------- Original message -------- >> From: Arman Eshaghi >> Date:15/08/2014 11:31 (GMT+01:00) >> To: [email protected] >> Subject: [Scikit-learn-general] bootstrap depracation warning >> >> Hi, >> >> I'm wondering why I'm getting deprecation warnings for bootstrap >> `sklearn.cross_validation.Bootstrap` . It seems to be a very useful feature, >> so maybe you are trying to transfer the class to another place? I'm writing >> some code that I need to run for a long time and I would be very much >> interested to see what the plan is for future. >> >> Thanks >> Arman >> >> ------------------------------------------------------------------------------ >> >> _______________________________________________ >> Scikit-learn-general mailing list >> [email protected] >> https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > > ------------------------------------------------------------------------------ > _______________________________________________ > Scikit-learn-general mailing list > [email protected] > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
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