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caretEnsemble (version 1.0.0)

multiResiduals: 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.