smartdata: smartdata: A package to ease data preprocessing tasks
In smartdata: Data Preprocessing
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
Description
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
NA
Method to do instance selection instance_selection
NA
Method to do feature selection feature_selection
NA
Method to do normalization normalize
NA
Method to do discretization discretize
NA
Method to do space transformation space_transformation
NA
Method to treat outliers clean_outliers
NA
Method to treat missing values impute_missing
NA
Method to treat noise clean_noise
NA
smartdata documentation built on Dec. 19, 2019, 1:08 a.m.
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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
Description
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
NA
Method to do instance selection instance_selection
NA
Method to do feature selection feature_selection
NA
Method to do normalization normalize
NA
Method to do discretization discretize
NA
Method to do space transformation space_transformation
NA
Method to treat outliers clean_outliers
NA
Method to treat missing values impute_missing
NA
Method to treat noise clean_noise
NA
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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