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jdmp-mallet

Plugin to incorporate text mining algorithms from Mallet

Лицензия

Лицензия
Категории

Категории

MALLET Прикладные библиотеки Machine Learning
Группа

Группа

org.jdmp
Идентификатор

Идентификатор

jdmp-mallet
Последняя версия

Последняя версия

0.3.0
Дата

Дата
Тип

Тип

jar
Описание

Описание

jdmp-mallet
Plugin to incorporate text mining algorithms from Mallet
Организация-разработчик

Организация-разработчик

Java Data Mining Package

Скачать jdmp-mallet

Имя Файла Размер
jdmp-mallet-0.3.0.pom
jdmp-mallet-0.3.0.jar 25 KB
jdmp-mallet-0.3.0-tests.jar 3 KB
jdmp-mallet-0.3.0-sources.jar 19 KB
jdmp-mallet-0.3.0-javadoc.jar 229 KB
Обзор

Как подключить последнюю версию

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

Зависимости

compile (2)

Идентификатор библиотеки Тип Версия
cc.mallet : mallet jar 2.0.7
org.jdmp : jdmp-core jar 0.3.0

test (2)

Идентификатор библиотеки Тип Версия
junit : junit jar 4.11
org.jdmp : jdmp-core test-jar 0.3.0

Модули Проекта

Данный проект не имеет модулей.

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

Версии библиотеки

Версия
0.3.0