Description Method to do oversampling oversample Method to do instance selection instance_selection Method to do feature selection feature_selection Method to do normalization normalize Method to do discretization discretize Method to do space transformation space_transformation Method to treat outliers clean_outliers Method to treat missing values impute_missing Method to treat noise clean_noise
Provides a pipe interface that integrates a collection of the most used data preprocessing libraries, providing oversampling, instance and feature selection, normalization, discretization, space transformation and outliers/noise/missing values treatment
oversample
NA
instance_selection
NA
feature_selection
NA
normalize
NA
discretize
NA
space_transformation
NA
clean_outliers
NA
impute_missing
NA
clean_noise
NA
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