All functions

HR

Human Resources Data

apartments

Apartments Data

explain.default() explain()

Create Model Explainer

model_performance()

Model Performance Plots

plot(<model_performance_explainer>)

Model Performance Plots

plot(<prediction_breakdown_explainer>)

Plots Local Explanations (Single Prediction)

plot(<variable_importance_explainer>)

Plots Global Model Explanations (Variable Importance)

plot(<variable_response_explainer>)

Plots Marginal Model Explanations (Single Variable Responses)

prediction_breakdown()

Explanations for a Single Prediction

print(<explainer>)

Prints Explainer Summary

print(<model_performance_explainer>)

Model Performance Summary

theme_mi2()

MI^2 Theme

variable_importance()

Loss from Variable Dropout

variable_response()

Marginal Response for a Single Variable