auc.xy.numeric

Performance evaluation metrics for supervised and unsupervised machine learning, statistical learning and artificial intelligence applications. Core computations are implemented in 'C++' for scalability and efficiency.

Serkan Korkmaz

SLmetrics

Machine Learning Performance Evaluation on Steroids

auc.xy.numeric function

<dl><dt>y, x</dt>
<dd>A pair of &lt;<a href="/link/double?package=SLmetrics&version=0.3-4" data-mini-rdoc="SLmetrics::double">double</a>&gt; vectors of <a href="/link/length?package=SLmetrics&version=0.3-4" data-mini-rdoc="SLmetrics::length">length</a> \(n\).</dd>
<dt>method</dt>
<dd>A &lt;<a href="/link/integer?package=SLmetrics&version=0.3-4" data-mini-rdoc="SLmetrics::integer">integer</a>&gt; value (default: \(0\)). Defines the underlying method of calculating the area under the curve. If \(0\) it is calculated using the <code>trapezoid</code>-method, if \(1\) it is calculated using the <code>step</code>-method.</dd>
<dt>presorted</dt>
<dd>A &lt;<a href="/link/logical?package=SLmetrics&version=0.3-4" data-mini-rdoc="SLmetrics::logical">logical</a>&gt;-value <a href="/link/length?package=SLmetrics&version=0.3-4" data-mini-rdoc="SLmetrics::length">length</a> 1 (default: <a href="/link/FALSE?package=SLmetrics&version=0.3-4" data-mini-rdoc="SLmetrics::FALSE">FALSE</a>). If <a href="/link/TRUE?package=SLmetrics&version=0.3-4" data-mini-rdoc="SLmetrics::TRUE">TRUE</a> the input will not be sorted by threshold.</dd>
<dt>...</dt>
<dd>Arguments passed into other methods.</dd></dl>

Arguments

Area under the curve — auc.xy.numeric

<dl>

<dt>y, x</dt>
<dd>A pair of &lt;<a href='https://rdrr.io/r/base/double.html'>double</a>&gt; vectors of <a href='https://rdrr.io/r/base/length.html'>length</a> \(n\).</dd>


<dt>method</dt>
<dd>A &lt;<a href='https://rdrr.io/r/base/integer.html'>integer</a>&gt; value (default: \(0\)). Defines the underlying method of calculating the area under the curve. If \(0\) it is calculated using the <code>trapezoid</code>-method, if \(1\) it is calculated using the <code>step</code>-method.</dd>


<dt>presorted</dt>
<dd>A &lt;<a href='https://rdrr.io/r/base/logical.html'>logical</a>&gt;-value <a href='https://rdrr.io/r/base/length.html'>length</a> 1 (default: <a href='https://rdrr.io/r/base/logical.html'>FALSE</a>). If <a href='https://rdrr.io/r/base/logical.html'>TRUE</a> the input will not be sorted by threshold.</dd>


<dt>...</dt>
<dd>Arguments passed into other methods.</dd>

</dl>

auc.xy.numeric: Area under the curve

Description

Usage

Arguments