Interpretable Machine Learning and Statistical Inference with
Accumulated Local Effects (ALE)
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Documentation for package ‘ale’ version 0.5.0
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 |
| 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 |
| 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 |
| subset.ALEPlots | subset method for ALEPlots object |
| summary.ALEPlots | summary method for ALEPlots object |
| var_cars | Multi-variable transformation of the mtcars dataset. |