global_variable_importance {vivo} | R Documentation |
This function calculate global importance measure.
global_variable_importance(profiles)
profiles |
|
A data.frame
of the class global_variable_importance
.
It's a data.frame
with calculated global variable importance measure.
library("DALEX")
data(apartments)
library("randomForest")
apartments_rf_model <- randomForest(m2.price ~ construction.year + surface +
floor + no.rooms, data = apartments)
explainer_rf <- explain(apartments_rf_model, data = apartmentsTest[,2:5],
y = apartmentsTest$m2.price)
profiles <- model_profile(explainer_rf)
library("vivo")
global_variable_importance(profiles)