wrapReweighter: Create a boostr compatible wrapper for a reweighter.
Description
Use provided metadata on a given reweighter to create a boostr
compatible wrapper.
Usage
wrapReweighter(reweighter, reweighterInputPreds = "prediction", reweighterInputResponse = "response", reweighterInputWts = "weights", reweighterOutputWts = "weights", .verbose = FALSE)
Arguments
reweighter
a function which satisfies the abstract definition of a
reweighter (see description below).
reweighterInputPreds
a string indicating the name of the argument
reweighter uses to represent the input predictions.
reweighterInputResponse
a string indicating the name of the argument
reweighter uses to represent the true responses for the input predictions.
reweighterInputWts
a string indicating the name of the argument
reweighter uses to represent the input weights.
reweighterOutputWts
a string indicating the name of the entry in
reweighter's output that represents the output weights.
.verbose
a boolean indicating if warnings should be displayed or not.
Value
A function (wrapper around reweighter) which is a 'reweighter'
object. The wrapper's signature is (prediction, response, weights, ...)
and its output is a list that names the cell containing its weights
'weight'. Hence, the wrapper is a boostr compatible reweighter.
Reweighters
See the Reweighters section in the vignette
vignette(topic = "boostr_user_inputs", package="boostr") for
more details on reweighters.