library("DALEX")
if (FALSE) {
library("randomForest")
set.seed(59)
apartments_rf_model <- randomForest(m2.price ~ construction.year + surface + floor +
no.rooms + district, data = apartments)
explainer_rf <- explain(apartments_rf_model,
data = apartmentsTest[,2:6], y = apartmentsTest$m2.price)
apartments_small <- select_sample(apartmentsTest, 10)
cp_rf <- ceteris_paribus(explainer_rf, apartments_small)
cp_rf
}
Run the code above in your browser using DataLab