smartdata: A package to ease data preprocessing tasks

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

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`

smartdata: A package to ease data preprocessing tasks

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

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