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. |