Provides the biggest amount of statistical measures in the whole R world. Includes measures of regression, (multiclass) classification and multilabel classification. The measures come mainly from the 'mlr' package and were programed by several 'mlr' developers.

Performance Measures for Statistical Learning

package-ubuntu-20.04-r-4.0.5#cran#measures-0.3

<p>Defined as: mean(abs(response - truth))
</p>

<table summary="R argblock">
<tr valign="top">
<td><code>truth</code></td>
<td>
<p>[numeric] vector of true values</p>
</td>
</tr>
<tr valign="top">
<td><code>response</code></td>
<td>
<p>[numeric] vector of predicted values</p>
</td>
</tr>
</table>

n = 20
set.seed(123)
truth = rnorm(n)
response = rnorm(n)
MAE(truth, response)

package-ubuntu-20.04-r-4.0.5#cran#measures-0.3#docs#MAE

MAE

Description

Usage

Arguments

Examples

measures

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`truth`	[numeric] vector of true values
`response`	[numeric] vector of predicted values