Java Data Mining Package

The Java Data Mining Package is a library for data mining and machine learning.

License	GNU LESSER GENERAL PUBLIC LICENSE
GroupId	org.jdmp
ArtifactId	jdmp
Last Version	0.3.0
Release Date	Aug 16, 2015
Type	jar
Description	Java Data Mining Package The Java Data Mining Package is a library for data mining and machine learning.
Project URL	https://jdmp.org/
Project Organization	Java Data Mining Package
Source Code Management	https://github.com/jdmp/java-data-mining-package

Download jdmp

Filename	Size
jdmp-0.3.0.pom	14 KB
jdmp-0.3.0-tests.jar	4 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/org.jdmp/jdmp/ -->
<dependency>
    <groupId>org.jdmp</groupId>
    <artifactId>jdmp</artifactId>
    <version>0.3.0</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/org.jdmp/jdmp/
implementation 'org.jdmp:jdmp:0.3.0'

Gradle Kotlin

// https://jarcasting.com/artifacts/org.jdmp/jdmp/
implementation ("org.jdmp:jdmp:0.3.0")

Apache Buildr

'org.jdmp:jdmp:jar:0.3.0'

Apache Ivy

<dependency org="org.jdmp" name="jdmp" rev="0.3.0">
  <artifact name="jdmp" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='org.jdmp', module='jdmp', version='0.3.0')
)

Scala SBT

libraryDependencies += "org.jdmp" % "jdmp" % "0.3.0"

Leiningen

[org.jdmp/jdmp "0.3.0"]

Dependencies

There are no dependencies for this project. It is a standalone project that does not depend on any other jars.

Project Modules

• ../jdmp-bsh
• ../jdmp-complete
• ../jdmp-core
• ../jdmp-corenlp
• ../jdmp-examples
• ../jdmp-gui
• ../jdmp-jetty
• ../jdmp-liblinear
• ../jdmp-libsvm
• ../jdmp-lucene
• ../jdmp-mallet
• ../jdmp-weka

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

• Holger Arndt: The Java Data Mining Package – A Data Processing Library for Java, 33rd Annual IEEE International Computer Software and Applications Conference (COMPSAC), 2009

License

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

Java Data Mining Package

A Java library for machine learning and data analytics

Versions

Version
0.3.0 Aug 16, 2015