response: Response of multi/-flashlight

In flashlight: Shed Light on Black Box Machine Learning Models

Response of multi/-flashlight

Description

Extracts response from object of class "flashlight".

Usage

response(object, ...)

## Default S3 method:
response(object, ...)

## S3 method for class 'flashlight'
response(object, ...)

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

Arguments

object	An object of class "flashlight".
...	Arguments used to update the flashlight before extracting the response.

Value

A numeric vector of responses.

Methods (by class)

• response(default): Default method not implemented yet.

• response(flashlight): Extract response from flashlight object.

• response(multiflashlight): Extract responses from multiflashlight object.

Examples

fit <- lm(Sepal.Length ~ ., data = iris)
(fl <- flashlight(model = fit, data = iris, y = "Sepal.Length", label = "ols"))
response(fl)[1:5]
response(fl, data = iris[1:5, ])
response(fl, data = iris[1:5, ], linkinv = exp)

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