fastml (version 0.7.7)

interaction_strength: Compute feature interaction strengths for a fastml model

Description

Uses the `iml` package to quantify the strength of feature interactions.

Usage

interaction_strength(object, data = c("train", "test"), ...)

Value

An `iml::Interaction` object.

Arguments

object

A `fastml` object.

data

Character string specifying which data to use: "train" (default) or "test".

...

Additional arguments passed to `iml::Interaction`.

Examples

if (FALSE) {
data(iris)
iris <- iris[iris$Species != "setosa", ]
iris$Species <- factor(iris$Species)
model <- fastml(data = iris, label = "Species")
interaction_strength(model)
}