print.model_performance: Print Dataset Level Model Performance Summary

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

Print Dataset Level Model Performance Summary

Description

Print Dataset Level Model Performance Summary

Usage

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

Arguments

x	a model to be explained, object of the class 'model_performance_explainer'
...	other parameters

Examples

 
library("ranger")
titanic_ranger_model <- ranger(survived~., data = titanic_imputed, num.trees = 100,
                               probability = TRUE)
# It's a good practice to pass data without target variable
explainer_ranger  <- explain(titanic_ranger_model, data = titanic_imputed[,-8],
                             y = titanic_imputed$survived)
# resulting dataframe has predicted values and residuals
mp_ex_rn <- model_performance(explainer_ranger)
mp_ex_rn
plot(mp_ex_rn)
 

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