ExprsModel-class

getFeatures,ExprsModel-method

show,ExprsModel-method

An object of class <code>ExprsModel</code>.

object

An S4 class to store the classification model

Supervised machine learning has an increasingly important role in biological
studies. However, the sheer complexity of classification pipelines poses a significant
barrier to the expert biologist unfamiliar with machine learning. Moreover,
many biologists lack the time or technical skills necessary to establish their own
pipelines. This package introduces a framework for the rapid implementation of
high-throughput supervised machine learning built with the biologist user in mind.
Written by biologists, for biologists, this package provides a user-friendly interface
that empowers investigators to execute state-of-the-art binary and multi-class
classification, including deep learning, with minimal programming
experience necessary.

Thomas Quinn

exprso

Rapid Implementation of Machine Learning Algorithms for Genomic
Data

Daniel Tylee

ExprsModel-class function

<ul>
<li><code>show</code>: Method to show <code>ExprsModel</code> object.</li>
<li><code>getFeatures</code>: Method to return features within an <code>ExprsModel</code> object.</li>
</ul>

Methods (by generic)

<dl class="dl-horizontal">
<dt><code>preFilter</code></dt><dd>Typically a list. Stores feature selection history.</dd></dl><dt><code>reductionModel</code></dt><dd>Typically a list. Stores dimension reduction history.</dd><dt><code>mach</code></dt><dd>Typically an S4 class. Stores the classification model.</dd>

ExprsModel-class: An S4 class to store the classification model

Description

Usage

Arguments

Methods (by generic)

Slots

See Also