glass0

Imbalanced binary classification dataset containing variables to
identify types of glass.

datasets

Algorithms to treat imbalanced datasets. Imbalanced datasets usually damage
the performance of the classifiers. Thus, it is important to treat data before
applying a classifier algorithm. This package includes recent preprocessing algorithms
in the literature.

Ignacio Cord<c3><b3>n

imbalance

Preprocessing Algorithms for Imbalanced Datasets

glass0 function

A data frame with 214 instances, 70 of which belong to positve class,
and 10 variables:<dl class="dl-horizontal">
 <dt>RI</dt><dd>Refractive Index. Continuous attribute.</dd>
 <dt>Na</dt><dd>Sodium, weight percent in component. Continuous attribute.</dd>
 <dt>Mg</dt><dd>Magnesium, weight percent in component. Continuous attribute.</dd>
 <dt>Al</dt><dd>Aluminum, weight percent in component. Continuous attribute.</dd>
 <dt>Si</dt><dd>Silicon, weight percent in component. Continuous attribute.</dd>
 <dt>K</dt><dd>Potasium, weight percent in component. Continuous attribute.</dd>
 <dt>Ca</dt><dd>Calcium, weight percent in component. Continuous attribute.</dd>
 <dt>Ba</dt><dd>Barium, weight percent in component. Continuous attribute.</dd>
 <dt>Fe</dt><dd>Iron, weight percent in component. Continuous attribute.</dd>
 <dt>Class</dt><dd>Two possible glass types: positive (building windows, float processed)
 and negative (the rest).</dd>
</dl>

Format

Imbalanced binary glass identification — glass0

A data frame with 214 instances, 70 of which belong to positve class,
and 10 variables:<dl class='dl-horizontal'>
 <dt>RI</dt><dd>Refractive Index. Continuous attribute.</dd>
 <dt>Na</dt><dd>Sodium, weight percent in component. Continuous attribute.</dd>
 <dt>Mg</dt><dd>Magnesium, weight percent in component. Continuous attribute.</dd>
 <dt>Al</dt><dd>Aluminum, weight percent in component. Continuous attribute.</dd>
 <dt>Si</dt><dd>Silicon, weight percent in component. Continuous attribute.</dd>
 <dt>K</dt><dd>Potasium, weight percent in component. Continuous attribute.</dd>
 <dt>Ca</dt><dd>Calcium, weight percent in component. Continuous attribute.</dd>
 <dt>Ba</dt><dd>Barium, weight percent in component. Continuous attribute.</dd>
 <dt>Fe</dt><dd>Iron, weight percent in component. Continuous attribute.</dd>
 <dt>Class</dt><dd>Two possible glass types: positive (building windows, float processed)
 and negative (the rest).</dd>
</dl>

glass0: Imbalanced binary glass identification

Description

Usage

Arguments

Format

See Also