Internal_class

<p>Internal R6 class for all secondary functions used in RGF and FastRGF</p>
<p>Internal R6 class for all secondary functions used in RGF and FastRGF</p>

internal

Regularized Greedy Forest wrapper of the 'Regularized Greedy Forest' <https://github.com/RGF-team/rgf/tree/master/python-package> 'python' package, which also includes a Multi-core implementation (FastRGF) <https://github.com/RGF-team/rgf/tree/master/FastRGF>.

Lampros Mouselimis

Regularized Greedy Forest

Ryosuke Fukatani

Nikita Titov

Tong Zhang

Rie Johnson

Internal_class function


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/Internal_class%24fit()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$fit()"><code>Internal_class$fit()</code></a></p></li>
<li><p><a href="/link/Internal_class%24predict()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$predict()"><code>Internal_class$predict()</code></a></p></li>
<li><p><a href="/link/Internal_class%24predict_proba()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$predict_proba()"><code>Internal_class$predict_proba()</code></a></p></li>
<li><p><a href="/link/Internal_class%24cleanup()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$cleanup()"><code>Internal_class$cleanup()</code></a></p></li>
<li><p><a href="/link/Internal_class%24get_params()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$get_params()"><code>Internal_class$get_params()</code></a></p></li>
<li><p><a href="/link/Internal_class%24score()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$score()"><code>Internal_class$score()</code></a></p></li>
<li><p><a href="/link/Internal_class%24feature_importances()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$feature_importances()"><code>Internal_class$feature_importances()</code></a></p></li>
<li><p><a href="/link/Internal_class%24dump_model()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$dump_model()"><code>Internal_class$dump_model()</code></a></p></li>
<li><p><a href="/link/Internal_class%24save_model()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$save_model()"><code>Internal_class$save_model()</code></a></p></li>
<li><p><a href="/link/Internal_class%24clone()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::Internal_class$clone()"><code>Internal_class$clone()</code></a></p></li>
</ul></p><p></p></div><p><hr>
<a id="method-Internal_class-fit"></a></p><div class="section" id="method-fit-">
<h3>Method <code>fit()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$fit(x, y, sample_weight = NULL)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-predict"></a></p><div class="section" id="method-predict-">
<h3>Method <code><a href="/link/predict()?package=RGF&version=1.1.1" data-mini-rdoc="RGF::predict()">predict()</a></code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$predict(x)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-predict_proba"></a></p><div class="section" id="method-predict-proba-">
<h3>Method <code>predict_proba()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$predict_proba(x)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-cleanup"></a></p><div class="section" id="method-cleanup-">
<h3>Method <code>cleanup()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$cleanup()</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-get_params"></a></p><div class="section" id="method-get-params-">
<h3>Method <code>get_params()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$get_params(deep = TRUE)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-score"></a></p><div class="section" id="method-score-">
<h3>Method <code>score()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$score(x, y, sample_weight = NULL)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-feature_importances"></a></p><div class="section" id="method-feature-importances-">
<h3>Method <code>feature_importances()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$feature_importances()</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-dump_model"></a></p><div class="section" id="method-dump-model-">
<h3>Method <code>dump_model()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$dump_model()</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-save_model"></a></p><div class="section" id="method-save-model-">
<h3>Method <code>save_model()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$save_model(filename)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Internal_class-clone"></a></p><div class="section" id="method-clone-">
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Internal_class$clone(deep = FALSE)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p>
</p>

Methods

Internal R6 class for all secondary functions used in RGF and FastRGF — Internal_class


<div class='section' id='public-methods'>
<h3>Public methods</h3>

<ul>
<li><p><a href='#method-Internal_class-fit'><code>Internal_class$fit()</code></a></p></li>
<li><p><a href='#method-Internal_class-predict'><code>Internal_class$predict()</code></a></p></li>
<li><p><a href='#method-Internal_class-predict_proba'><code>Internal_class$predict_proba()</code></a></p></li>
<li><p><a href='#method-Internal_class-cleanup'><code>Internal_class$cleanup()</code></a></p></li>
<li><p><a href='#method-Internal_class-get_params'><code>Internal_class$get_params()</code></a></p></li>
<li><p><a href='#method-Internal_class-score'><code>Internal_class$score()</code></a></p></li>
<li><p><a href='#method-Internal_class-feature_importances'><code>Internal_class$feature_importances()</code></a></p></li>
<li><p><a href='#method-Internal_class-dump_model'><code>Internal_class$dump_model()</code></a></p></li>
<li><p><a href='#method-Internal_class-save_model'><code>Internal_class$save_model()</code></a></p></li>
<li><p><a href='#method-Internal_class-clone'><code>Internal_class$clone()</code></a></p></li>
</ul>

</div><p><hr>
<a id="method-Internal_class-fit"></a></p><div class='section' id='method-fit-'>
<h3>Method <code>fit()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$fit(x, y, sample_weight = NULL)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-predict"></a></p><div class='section' id='method-predict-'>
<h3>Method <code><a href='https://rdrr.io/r/stats/predict.html'>predict()</a></code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$predict(x)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-predict_proba"></a></p><div class='section' id='method-predict-proba-'>
<h3>Method <code>predict_proba()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$predict_proba(x)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-cleanup"></a></p><div class='section' id='method-cleanup-'>
<h3>Method <code>cleanup()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$cleanup()</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-get_params"></a></p><div class='section' id='method-get-params-'>
<h3>Method <code>get_params()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$get_params(deep = TRUE)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-score"></a></p><div class='section' id='method-score-'>
<h3>Method <code>score()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$score(x, y, sample_weight = NULL)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-feature_importances"></a></p><div class='section' id='method-feature-importances-'>
<h3>Method <code>feature_importances()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$feature_importances()</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-dump_model"></a></p><div class='section' id='method-dump-model-'>
<h3>Method <code>dump_model()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$dump_model()</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-save_model"></a></p><div class='section' id='method-save-model-'>
<h3>Method <code>save_model()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$save_model(filename)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Internal_class-clone"></a></p><div class='section' id='method-clone-'>
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Internal_class$clone(deep = FALSE)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd>


</dl><p></div></p>
</div>

</div>


Internal_class: Internal R6 class for all secondary functions used in RGF and FastRGF

Description

Arguments

Methods

Public methods

Method `fit()`

Usage

Method `predict()`

Usage

Method `predict_proba()`

Usage

Method `cleanup()`

Usage

Method `get_params()`

Usage

Method `score()`

Usage

Method `feature_importances()`

Usage

Method `dump_model()`

Usage

Method `save_model()`

Usage

Method `clone()`

Usage

Arguments

Description

Arguments

Methods

Public methods

Method fit()

Usage

Method predict()

Usage

Method predict_proba()

Usage

Method cleanup()

Usage

Method get_params()

Usage

Method score()

Usage

Method feature_importances()

Usage

Method dump_model()

Usage

Method save_model()

Usage

Method clone()

Usage

Arguments

Method `fit()`

Method `predict()`

Method `predict_proba()`

Method `cleanup()`

Method `get_params()`

Method `score()`

Method `feature_importances()`

Method `dump_model()`

Method `save_model()`

Method `clone()`