Surrogate-Assisted Feature Extraction

---

Documentation for package ‘rSAFE’ version 0.1.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

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