plot.list: Plot List of Explanations

In ModelOriented/DALEX: moDel Agnostic Language for Exploration and eXplanation

Plot List of Explanations

Description

Plot List of Explanations

Usage

## S3 method for class 'list'
plot(x, ...)

Arguments

x	a list of explanations of the same class
...	other parameters

Value

An object of the class ggplot.

Examples

 
library("ranger")
titanic_ranger_model <- ranger(survived~., data = titanic_imputed, num.trees = 50,
                               probability = TRUE)
explainer_ranger  <- explain(titanic_ranger_model, data = titanic_imputed[,-8],
                             y = titanic_imputed$survived)
mp_ranger <- model_performance(explainer_ranger)

titanic_ranger_model2 <- ranger(survived~gender + fare, data = titanic_imputed,
                                num.trees = 50, probability = TRUE)
explainer_ranger2  <- explain(titanic_ranger_model2, data = titanic_imputed[,-8],
                              y = titanic_imputed$survived,
                              label = "ranger2")
mp_ranger2 <- model_performance(explainer_ranger2)

plot(list(mp_ranger, mp_ranger2), geom = "prc")
plot(list(mp_ranger, mp_ranger2), geom = "roc")
tmp <- list(mp_ranger, mp_ranger2)
names(tmp) <- c("ranger", "ranger2")
plot(tmp)

ModelOriented/DALEX documentation built on Oct. 13, 2024, 3:32 p.m.