R: Surrogate-Assisted Feature Extraction

# Surrogate-Assisted Feature Extraction

## Documentation for package ‘rSAFE’ version 0.1.4

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

apartments | Apartments data
apartmentsTest | Apartments data
HR_data | Why are our best and most experienced employees leaving prematurely?
plot.safe_extractor | Plotting Transformations of the SAFE Extractor Object
print.safe_extractor | Printing Summary of the SAFE Extractor Object
safely_detect_changepoints | Identifying Changes in a Series Using PELT Algorithm
safely_detect_interactions | Detecting Interactions via Permutation Approach
safely_select_variables | Performing Feature Selection on the Dataset with Transformed Variables
safely_transform_categorical | Calculating a Transformation of Categorical Feature Using Hierarchical Clustering
safely_transform_continuous | Calculating a Transformation of a Continuous Feature Using PDP/ALE Plot
safely_transform_data | Performing Transformations on All Features in the Dataset
safe_extraction | Creating SAFE Extractor - an Object Used for Surrogate-Assisted Feature Extraction