print.local_surrogate_explainer: Generic print function for local surrogate explainers

In mstaniak/localExplanations: LIME-Based Explanations with Interpretable Inputs Based on Ceteris Paribus Profiles

Description

Generic print function for local surrogate explainers

Usage

## S3 method for class 'local_surrogate_explainer'
print(x, ...)

Arguments

x	object of class local_surrogate_explainer
...	currently ignored

Examples

# Example based on apartments data from DALEX package.
library(DALEX)
library(randomForest)
library(localModel)
data('apartments')
mrf <- randomForest(m2.price ~., data = apartments, ntree = 50)
explainer <- explain(model = mrf,
                     data = apartments[, -1])
model_lok <- individual_surrogate_model(explainer, apartments[5, -1],
                                        size = 500, seed = 17)
plot(model_lok)
model_lok

mstaniak/localExplanations documentation built on Sept. 24, 2021, 6:21 p.m.