greedyMSE

Greedy optimization for minimizing the mean squared error.
Works for classification and regression.

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.

Zachary A Mayer

caretEnsemble

Ensembles of Caret Models

Antón López

greedyMSE function

<dl><dt>X</dt>
<dd>A numeric matrix of features.</dd>
<dt>Y</dt>
<dd>A numeric matrix of target values.</dd>
<dt>max_iter</dt>
<dd>An integer scalar of the maximum number of iterations.</dd></dl>

Arguments

Greedy optimization for MSE — greedyMSE

<dl>

<dt>X</dt>
<dd>A numeric matrix of features.</dd>


<dt>Y</dt>
<dd>A numeric matrix of target values.</dd>


<dt>max_iter</dt>
<dd>An integer scalar of the maximum number of iterations.</dd>

</dl>

greedyMSE: Greedy optimization for MSE

Description

Usage

Value

Arguments