caretModelSpec

A caret model specification consists of 2 parts: a model (as a string) and the arguments to the train call for fitting that model

Functions for creating ensembles of caret models: caretList()
and caretStack().  caretList() is a convenience function for fitting multiple
caret::train() models to the same dataset. caretStack() will make linear or
non-linear combinations of these models, using a caret::train() model as a
meta-model, and caretEnsemble() will make a robust linear combination of
models using a GLM.

Zachary A Mayer

caretEnsemble

Ensembles of Caret Models

caretModelSpec function

<dl><dt>method</dt>
<dd>the modeling method to pass to caret::train</dd>
<dt>...</dt>
<dd>Other arguments that will eventually be passed to caret::train</dd></dl>

Arguments

Generate a specification for fitting a caret model — caretModelSpec

<dl>

<dt>method</dt>
<dd>the modeling method to pass to caret::train</dd>


<dt>...</dt>
<dd>Other arguments that will eventually be passed to caret::train</dd>

</dl>

caretModelSpec: Generate a specification for fitting a caret model

Description

Usage

Value

Arguments

Examples