Feature Selection

Feature selection can be used to reduce the dimensionality of data sets, either to improve estimators’ accuracy or to boost their performance on very high-dimensional datasets.

Feature Selectors

FeatureSelector(features[, which_feat])	Concatenates results of multiple feature extraction objects.
VarianceThreshold([threshold])	Feature selector that removes all low-variance features.