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jdmp-libsvm

Plugin to incorporate classification algorithms from libsvm

License

License
GroupId

GroupId

org.jdmp
ArtifactId

ArtifactId

jdmp-libsvm
Last Version

Last Version

0.3.0
Release Date

Release Date
Type

Type

jar
Description

Description

jdmp-libsvm
Plugin to incorporate classification algorithms from libsvm
Project Organization

Project Organization

Java Data Mining Package

Download jdmp-libsvm

Filename Size
jdmp-libsvm-0.3.0.pom
jdmp-libsvm-0.3.0.jar 8 KB
jdmp-libsvm-0.3.0-tests.jar 3 KB
jdmp-libsvm-0.3.0-sources.jar 3 KB
jdmp-libsvm-0.3.0-javadoc.jar 64 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/org.jdmp/jdmp-libsvm/ -->
<dependency>
    <groupId>org.jdmp</groupId>
    <artifactId>jdmp-libsvm</artifactId>
    <version>0.3.0</version>
</dependency>
// https://jarcasting.com/artifacts/org.jdmp/jdmp-libsvm/
implementation 'org.jdmp:jdmp-libsvm:0.3.0'
// https://jarcasting.com/artifacts/org.jdmp/jdmp-libsvm/
implementation ("org.jdmp:jdmp-libsvm:0.3.0")
'org.jdmp:jdmp-libsvm:jar:0.3.0'
<dependency org="org.jdmp" name="jdmp-libsvm" rev="0.3.0">
  <artifact name="jdmp-libsvm" type="jar" />
</dependency>
@Grapes(
@Grab(group='org.jdmp', module='jdmp-libsvm', version='0.3.0')
)
libraryDependencies += "org.jdmp" % "jdmp-libsvm" % "0.3.0"
[org.jdmp/jdmp-libsvm "0.3.0"]

Dependencies

compile (2)

Group / Artifact Type Version
tw.edu.ntu.csie : libsvm jar 3.17
org.jdmp : jdmp-core jar 0.3.0

test (2)

Group / Artifact Type Version
junit : junit jar 4.11
org.jdmp : jdmp-core test-jar 0.3.0

Project Modules

There are no modules declared in this project.

Java Data Mining Package

A Java library for machine learning and data analytics

Project Website:

https://jdmp.org

About

The Java Data Mining Package (JDMP) is an open source Java library for data analysis and machine learning. It facilitates the access to data sources and machine learning algorithms (e.g. clustering, regression, classification, graphical models, optimization) and provides visualization modules. JDMP provides a number of algorithms and tools, but also interfaces to other machine learning and data mining packages (Weka, LibLinear, Elasticsearch, LibSVM, Mallet, Lucene, Octave).

##In a Nutshell:

  • Includes many machine learning algorithms
  • Multi-threaded and lighting fast
  • Handle terabyte-sized data
  • Visualize and edit as heatmap, graph, plot
  • Treat every type of data as a matrix
  • TXT, CSV, PNG, JPG, HTML, XLS, XLSX, PDF, LaTeX, Matlab, MDB
  • Free and open source (LGPL)

Quick Start

// load example data set
ListDataSet dataSet = DataSet.Factory.IRIS();

// create a classifier
NaiveBayesClassifier classifier = new NaiveBayesClassifier();

// train the classifier using all data
classifier.trainAll(dataSet);

// use the classifier to make predictions
classifier.predictAll(dataSet);

// get the results
double accuracy = dataSet.getAccuracy();

System.out.println("accuracy: " + accurary);

References

License

The Java Data Mining Package is licensed under the GNU Lesser General Public License v3.0.

org.jdmp

Java Data Mining Package

A Java library for machine learning and data analytics

Versions

Version
0.3.0