DALEX (version 2.4.1)

print.model_performance: Print Dataset Level Model Performance Summary

Description

Print Dataset Level Model Performance Summary

Usage

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

Arguments

x

a model to be explained, object of the class 'model_performance_explainer'

...

other parameters

Examples

# NOT RUN {
 
# }
# NOT RUN {
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)
 
# }
# NOT RUN {
# }