supervisedAttributeScaling

Package containing a class that rescales the attributes in a classification problem based on their discriminative power. This is useful as a pre-processing step for learning algorithms such as the k-nearest-neighbour method, to replace simple normalization. Each attribute is rescaled by multiplying it with a learned weight. All attributes excluding the class are assumed to be numeric and missing values are not permitted. To achieve the rescaling, this package also contains an implementation of non-negative logistic regression, which produces a logistic regression model with non-negative weights .

License	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	supervisedAttributeScaling
Last Version	1.0.2
Release Date	Oct 30, 2018
Type	jar
Description	supervisedAttributeScaling Package containing a class that rescales the attributes in a classification problem based on their discriminative power. This is useful as a pre-processing step for learning algorithms such as the k-nearest-neighbour method, to replace simple normalization. Each attribute is rescaled by multiplying it with a learned weight. All attributes excluding the class are assumed to be numeric and missing values are not permitted. To achieve the rescaling, this package also contains an implementation of non-negative logistic regression, which produces a logistic regression model with non-negative weights .
Project URL	http://weka.sourceforge.net/doc.packages/supervisedAttributeScaling
Project Organization	University of Waikato, Hamilton, NZ
Source Code Management	https://svn.cms.waikato.ac.nz/svn/weka/tags/supervisedAttributeScaling-1.0.2

Download supervisedAttributeScaling

Filename	Size
supervisedAttributeScaling-1.0.2.pom
supervisedAttributeScaling-1.0.2.jar	18 KB
supervisedAttributeScaling-1.0.2-tests.jar	6 KB
supervisedAttributeScaling-1.0.2-test-sources.jar	3 KB
supervisedAttributeScaling-1.0.2-sources.jar	10 KB
supervisedAttributeScaling-1.0.2-javadoc.jar	59 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/supervisedAttributeScaling/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>supervisedAttributeScaling</artifactId>
    <version>1.0.2</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/supervisedAttributeScaling/
implementation 'nz.ac.waikato.cms.weka:supervisedAttributeScaling:1.0.2'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/supervisedAttributeScaling/
implementation ("nz.ac.waikato.cms.weka:supervisedAttributeScaling:1.0.2")

Apache Buildr

'nz.ac.waikato.cms.weka:supervisedAttributeScaling:jar:1.0.2'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="supervisedAttributeScaling" rev="1.0.2">
  <artifact name="supervisedAttributeScaling" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='supervisedAttributeScaling', version='1.0.2')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "supervisedAttributeScaling" % "1.0.2"

Leiningen

[nz.ac.waikato.cms.weka/supervisedAttributeScaling "1.0.2"]

Dependencies

compile (1)

Group / Artifact	Type	Version
nz.ac.waikato.cms.weka : weka-dev	jar	[3.7.6,)

test (2)

Group / Artifact	Type	Version
nz.ac.waikato.cms.weka : weka-dev	test-jar	[3.7.6,)
junit : junit	jar	3.8.2

Project Modules

There are no modules declared in this project.

Versions

Version
1.0.2 Oct 30, 2018
1.0.0 Jun 27, 2013