SMOTE

Resamples a dataset by applying the Synthetic Minority Oversampling TEchnique (SMOTE). The original dataset must fit entirely in memory. The amount of SMOTE and number of nearest neighbors may be specified. For more information, see Nitesh V. Chawla et. al. (2002). Synthetic Minority Over-sampling Technique. Journal of Artificial Intelligence Research. 16:321-357.

License	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	SMOTE
Last Version	1.0.3
Release Date	Apr 3, 2013
Type	jar
Description	SMOTE Resamples a dataset by applying the Synthetic Minority Oversampling TEchnique (SMOTE). The original dataset must fit entirely in memory. The amount of SMOTE and number of nearest neighbors may be specified. For more information, see Nitesh V. Chawla et. al. (2002). Synthetic Minority Over-sampling Technique. Journal of Artificial Intelligence Research. 16:321-357.
Project URL	http://weka.sourceforge.net/doc.packages/SMOTE
Project Organization	University of Waikato, Hamilton, NZ
Source Code Management	https://svn.cms.waikato.ac.nz/svn/weka/tags/SMOTE-1.0.3

Download SMOTE

Filename	Size
SMOTE-1.0.3.pom
SMOTE-1.0.3.jar	11 KB
SMOTE-1.0.3-tests.jar	4 KB
SMOTE-1.0.3-test-sources.jar	2 KB
SMOTE-1.0.3-sources.jar	6 KB
SMOTE-1.0.3-javadoc.jar	28 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/SMOTE/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>SMOTE</artifactId>
    <version>1.0.3</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/SMOTE/
implementation 'nz.ac.waikato.cms.weka:SMOTE:1.0.3'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/SMOTE/
implementation ("nz.ac.waikato.cms.weka:SMOTE:1.0.3")

Apache Buildr

'nz.ac.waikato.cms.weka:SMOTE:jar:1.0.3'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="SMOTE" rev="1.0.3">
  <artifact name="SMOTE" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='SMOTE', version='1.0.3')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "SMOTE" % "1.0.3"

Leiningen

[nz.ac.waikato.cms.weka/SMOTE "1.0.3"]

Dependencies

compile (1)

Group / Artifact	Type	Version
nz.ac.waikato.cms.weka : weka-dev	jar	[3.7.1,)

test (2)

Group / Artifact	Type	Version
nz.ac.waikato.cms.weka : weka-dev	test-jar	[3.7.1,)
junit : junit	jar	3.8.2

Project Modules

There are no modules declared in this project.

Versions

Version
1.0.3 Apr 3, 2013
1.0.2 Apr 26, 2012
1.0.1 Apr 24, 2012