View source: R/FeatureEffect.R
plot.FeatureEffect | R Documentation |
plot.FeatureEffect()
plots the results of a FeatureEffect object.
## S3 method for class 'FeatureEffect' plot(x, rug = TRUE, show.data = FALSE, ylim = NULL)
x |
A FeatureEffect object. |
rug |
logical |
show.data |
( |
ylim |
( |
ggplot2 plot object
FeatureEffect
# We train a random forest on the Boston dataset: if (require("randomForest")) { data("Boston", package = "MASS") rf <- randomForest(medv ~ ., data = Boston, ntree = 50) mod <- Predictor$new(rf, data = Boston) # Compute the ALE for the first feature eff <- FeatureEffect$new(mod, feature = "crim") # Plot the results directly plot(eff) }
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