mrLocalExplainer: Run local explanation methods for individual data points

In nfj1380/mrIML: Multi Response Interpretable Machine Learning

Run local explanation methods for individual data points

Description

Run local explanation methods for individual data points

Usage

mrLocalExplainer(X, Model, Y)

Arguments

X	A dataframe data frame of predictor variables
Model	A workflow workflow object containing the machine learning model
Y	vector vector containing the outcome for each data instance

Examples

#mrLocalExplainer(X = data, Model = yhats, Y = data$Class)
## will return matrix of phi values, individualized and aggregated plots 

nfj1380/mrIML documentation built on May 17, 2024, 7:41 a.m.