calculate_oscillations {ceterisParibus} | R Documentation |
Calculate Oscillations for Ceteris Paribus Explainer
Description
Calculate Oscillations for Ceteris Paribus Explainer
Usage
calculate_oscillations(x, sort = TRUE, ...)
Arguments
x |
a ceteris_paribus explainer produced with the 'ceteris_paribus()' function |
sort |
a logical value. If TRUE then rows are sorted along the oscillations |
... |
other arguments |
Examples
library("DALEX")
## Not run:
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, y = apartmentsTest$m2.price)
apartment <- apartmentsTest[1,]
cp_rf <- ceteris_paribus(explainer_rf, apartment)
calculate_oscillations(cp_rf)
## End(Not run)
[Package ceterisParibus version 0.4.2 Index]