reconstruct

predict.ruta_autoencoder

Extracts the reconstructions calculated by a trained autoencoder for the specified
input data after encoding and decoding. <code>predict</code> is an alias for <code>reconstruct</code>.

Implementation of several unsupervised neural networks,
from building their architecture to their training and evaluation. Available
networks are auto-encoders including their main variants: sparse, contractive,
denoising, robust and variational, as described in Charte et al. (2018)
<doi:10.1016/j.inffus.2017.12.007>.

David Charte

ruta

Implementation of Unsupervised Neural Architectures

Francisco Charte

Francisco Herrera

reconstruct function

<dl><dt>learner</dt>
<dd>Trained autoencoder model</dd>
<dt>data</dt>
<dd>data.frame to be passed through the network</dd>
<dt>object</dt>
<dd>Trained autoencoder model</dd>
<dt>...</dt>
<dd>Rest of parameters, unused</dd></dl>

Arguments

Retrieve reconstructions for input data — reconstruct

<dl>

<dt>learner</dt>
<dd>Trained autoencoder model</dd>


<dt>data</dt>
<dd>data.frame to be passed through the network</dd>


<dt>object</dt>
<dd>Trained autoencoder model</dd>


<dt>...</dt>
<dd>Rest of parameters, unused</dd>

</dl>

reconstruct: Retrieve reconstructions for input data

Description

Usage

Value

Arguments

See Also