medley (version 0.1.0)

predict.medley: Make a prediction based on a medley

Description

Make a prediction based on a medley

Usage

"predict" (object, newdata, seed = c(), min.members = 5, max.members = 100, baggs = 1, mixer = mean, ...)

Arguments

object

the medley to predict from

newdata

a matrix of new predictor data

seed

indices of models which should be used for an initial ensemble

min.members

the minimum number of models in an ensemble (selected randomly)

max.members

the maximum number of models in an ensemble

baggs

the number of bagging iterations to perform

mixer

a function to combine model predictions

...

other arguments (unused)