interpret-ice-methods: ICE result methods.

In funcml: Functional Machine Learning Framework

ICE result methods.

Description

These methods provide the standard print(), summary(), and plot() interfaces for funcml_ice objects returned by interpret(method = "ice") or interpret(method = "ceteris_paribus").

Usage

## S3 method for class 'funcml_ice'
plot(x, ...)

## S3 method for class 'funcml_ice'
print(x, ...)

## S3 method for class 'funcml_ice'
summary(object, ...)

Arguments

x	A funcml_ice object.
...	Additional arguments passed to the underlying method.
object	A funcml_ice object.

Value

plot() returns a ggplot2 object. print() returns the input object invisibly. summary() returns the ICE curve table invisibly.

Examples

fit_obj <- fit(mpg ~ wt + hp + disp, data = mtcars, model = "rpart",
  spec = list(cp = 0.01, minsplit = 5))
ice <- interpret(
  fit = fit_obj,
  data = mtcars,
  method = "ice",
  features = c("wt", "hp"),
  nsamples = 20
)
print(ice)
summary(ice)
plot(ice)

funcml documentation built on Aug. 22, 2026, 5:08 p.m.