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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

License
Categories

Categories

Weka Business Logic Libraries Machine Learning
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

SMOTE
Last Version

Last Version

1.0.3
Release Date

Release Date
Type

Type

jar
Description

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

Project URL

http://weka.sourceforge.net/doc.packages/SMOTE
Project Organization

Project Organization

University of Waikato, Hamilton, NZ
Source Code Management

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
Browse

How to add to project

<!-- 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>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/SMOTE/
implementation 'nz.ac.waikato.cms.weka:SMOTE:1.0.3'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/SMOTE/
implementation ("nz.ac.waikato.cms.weka:SMOTE:1.0.3")
'nz.ac.waikato.cms.weka:SMOTE:jar:1.0.3'
<dependency org="nz.ac.waikato.cms.weka" name="SMOTE" rev="1.0.3">
  <artifact name="SMOTE" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='SMOTE', version='1.0.3')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "SMOTE" % "1.0.3"
[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
1.0.2
1.0.1