plot.ceteris_paribus_oscillations {ceterisParibus} | R Documentation |
Plot Ceteris Paribus Oscillations
Description
Function 'plot.ceteris_paribus_oscillations' plots variable importance plots.
Usage
## S3 method for class 'ceteris_paribus_oscillations'
plot(x, ...)
Arguments
x |
a ceteris paribus oscillation explainer produced with function 'calculate_oscillations()' |
... |
other explainers that shall be plotted together |
Value
a ggplot2 object
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[1:2,]
cp_rf <- ceteris_paribus(explainer_rf, apartment)
plot(cp_rf, color = "_ids_")
vips <- calculate_oscillations(cp_rf)
vips
plot(vips)
## End(Not run)
[Package ceterisParibus version 0.4.2 Index]