predict.multiflashlight: Predictions for multiflashlight

In flashlight: Shed Light on Black Box Machine Learning Models

Predictions for multiflashlight

Description

Predict method for an object of class "multiflashlight". Pass additional elements to update the flashlight, typically data.

Usage

## S3 method for class 'multiflashlight'
predict(object, ...)

Arguments

object	An object of class "multiflashlight".
...	Arguments used to update the multiflashlight.

Value

A named list of prediction vectors.

Examples

fit_part <- lm(Sepal.Length ~ Petal.Length, data = iris)
fit_full <- lm(Sepal.Length ~ ., data = iris)
mod_full <- flashlight(model = fit_full, label = "full")
mod_part <- flashlight(model = fit_part, label = "part")
mods <- multiflashlight(list(mod_full, mod_part), data = iris, y = "Sepal.Length")
predict(mods, data = iris[1:5, ])

flashlight documentation built on May 31, 2023, 6:19 p.m.