Model Performance Summary

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

Arguments

x

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

...

other parameters

Examples

library("breakDown") library("randomForest") HR_rf_model <- randomForest(status == "fired"~., data = HR, ntree = 100)
#> Warning: The response has five or fewer unique values. Are you sure you want to do regression?
explainer_rf <- explain(HR_rf_model, data = HR, y = HR$status == "fired") mp_ex_rf <- model_performance(explainer_rf) mp_ex_rf
#> 0% 10% 20% 30% 40% 50% 60% #> -0.8378446 -0.5110409 -0.3842675 -0.2903031 0.0948022 0.1221344 0.1644356 #> 70% 80% 90% 100% #> 0.2119668 0.2912953 0.3958685 0.7529963
plot(mp_ex_rf)