predict.caretList

Make a matrix of predictions from a list of caret models

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

predict.caretList function

<dl><dt>object</dt>
<dd>an object of class caretList</dd>
<dt>newdata</dt>
<dd>New data for predictions. It can be NULL, but this is ill-advised.</dd>
<dt>verbose</dt>
<dd>Logical. If FALSE no progress bar is printed if TRUE a progress
bar is shown. Default FALSE.</dd>
<dt>excluded_class_id</dt>
<dd>Integer. The class id to drop when predicting for multiclass</dd>
<dt>...</dt>
<dd>Other arguments to pass to <code><a href="/link/predict.train?package=caretEnsemble&version=4.0.1" data-mini-rdoc="caretEnsemble::predict.train">predict.train</a></code></dd></dl>

Arguments

Create a matrix of predictions for each of the models in a caretList — predict.caretList

<dl>

<dt>object</dt>
<dd>an object of class caretList</dd>


<dt>newdata</dt>
<dd>New data for predictions. It can be NULL, but this is ill-advised.</dd>


<dt>verbose</dt>
<dd>Logical. If FALSE no progress bar is printed if TRUE a progress
bar is shown. Default FALSE.</dd>


<dt>excluded_class_id</dt>
<dd>Integer. The class id to drop when predicting for multiclass</dd>


<dt>...</dt>
<dd>Other arguments to pass to <code><a href='https://rdrr.io/pkg/caret/man/predict.train.html'>predict.train</a></code></dd>

</dl>

predict.caretList: Create a matrix of predictions for each of the models in a caretList

Description

Usage

Arguments