multiResiduals {caretEnsemble}

Calculate the residuals from all component models of a caretEnsemble.

Description

This function calculates raw residuals for both regression and classification train objects within a caretEnsemble.

Usage

multiResiduals(object, ...)

Arguments

object

a caretEnsemble to make predictions from.

...

other arguments to be passed to residuals

Value

A data.frame in the long format with columns for the model method, the observation id, yhat for the fitted values, resid for the residuals, and y for the observed value.