Re: [Scikit-learn-general] Support for handling missing features

2013-07-30 Thread Gael Varoquaux
On Tue, Jul 30, 2013 at 09:38:15PM -0400, Josh Wasserstein wrote: > but does scikit currently support classification/regression with missing > features? The upcoming 0.14 release (right now only available as an alpha) has a simple imputation method: http://scikit-learn.org/dev/modules/preprocessi

[Scikit-learn-general] Support for handling missing features

2013-07-30 Thread Josh Wasserstein
Sorry if this has been asked before, but does scikit currently support classification/regression with missing features? (e.g. working with something like NaN entries missing in the feature matrix). If not, are there any proxies to leverage part of the data? (e.g. say I want to use SVMs and that my