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 |