Response of multi/-flashlight

Extracts response from object of class "flashlight".

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"))
#> 
#> Flashlight ols 
#> 
#> Model:			 Yes
#> y:			 Sepal.Length
#> w:			 No
#> by:			 No
#> data dim:		 150 5
#> metrics:		 rmse
response(fl)[1:5]
#> [1] 5.1 4.9 4.7 4.6 5.0
response(fl, data = iris[1:5, ])
#> [1] 5.1 4.9 4.7 4.6 5.0
response(fl, data = iris[1:5, ], linkinv = exp)
#> [1] 164.02191 134.28978 109.94717  99.48432 148.41316