Model Agnostic Instance Level Variable Attributions

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Documentation for package ‘iBreakDown’ version 2.1.2

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

Help Pages

break_down	Model Agnostic Sequential Variable Attributions
break_down.default	Model Agnostic Sequential Variable Attributions
break_down.explainer	Model Agnostic Sequential Variable Attributions
break_down_uncertainty	Explanation Level Uncertainty of Sequential Variable Attribution
break_down_uncertainty.default	Explanation Level Uncertainty of Sequential Variable Attribution
break_down_uncertainty.explainer	Explanation Level Uncertainty of Sequential Variable Attribution
describe	Generates Textual Explanations for Predictive Models
describe.break_down	Generates Textual Explanations for Predictive Models
describe.break_down_uncertainty	Generates Textual Explanations for Predictive Models
local_attributions	Model Agnostic Sequential Variable attributions
local_attributions.default	Model Agnostic Sequential Variable attributions
local_attributions.explainer	Model Agnostic Sequential Variable attributions
local_interactions	Model Agnostic Sequential Variable Attributions with Interactions
local_interactions.default	Model Agnostic Sequential Variable Attributions with Interactions
local_interactions.explainer	Model Agnostic Sequential Variable Attributions with Interactions
plot.break_down	Plot Generic for Break Down Objects
plot.break_down_uncertainty	Plot Generic for Break Down Uncertainty Objects
plotD3	Plot Break Down Objects in D3 with r2d3 package.
plotD3.break_down	Plot Break Down Objects in D3 with r2d3 package.
plotD3.shap	Plot Shap (Break Down Uncertainty) Objects in D3 with r2d3 package.
print.break_down	Print Generic for Break Down Objects
print.break_down_description	Print Generic for Break Down Objects
print.break_down_uncertainty	Print Generic for Break Down Uncertainty Objects
shap	Explanation Level Uncertainty of Sequential Variable Attribution