R: Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE)

# Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE)

## Documentation for package ‘ale’ version 0.5.3

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

## Help Pages

ALE | ALE data and statistics that describe a trained model
ALEpDist | Random variable distributions of ALE statistics for generating p-values
ALEPlots | ALE plots with print and plot methods
census | Census Income
customize | Customize plots contained in an ALEPlots object
get | S7 generic get method for objects in the ale package
get.ALE | get method for ALE objects
get.ALEPlots | get method for ALEPlots objects
get.ModelBoot | get method for ModelBoot objects
invert_probs | Invert ALE Probabilities
ModelBoot | Statistics and ALE data for a bootstrapped model
plot.ALE | plot method for 'ALE' objects
plot.ALEPlots | Plot method for ALEPlots object
plot.ModelBoot | plot method for 'ModelBoot' objects
print.ALE | print Method for ALE object
print.ALEPlots | Print method for ALEPlots object
print.ModelBoot | print method for ModelBoot object
resolve_x_cols | Resolve x_cols and exclude_cols to their standardized format
retrieve_rds | Retrieve an R object from the first successful source among multiple attempts
subset.ALEPlots | subset method for ALEPlots object
summary.ALEPlots | summary method for ALEPlots object
var_cars | Multi-variable transformation of the mtcars dataset.