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sources and machine learning algorithms (e.g. clustering, regression, \nclassification, graphical models, optimization) and provides visualization modules. \nJDMP provides a number of algorithms and tools, but also interfaces to other machine learning and data \nmining packages (Weka, LibLinear, Elasticsearch, LibSVM, Mallet, Lucene, Octave).\n\n##In a Nutshell:\n\n- Includes many machine learning algorithms\n- Multi-threaded and lighting fast\n- Handle terabyte-sized data\n- Visualize and edit as heatmap, graph, plot\n- Treat every type of data as a matrix\n- TXT, CSV, PNG, JPG, HTML, XLS, XLSX, PDF, LaTeX, Matlab, MDB\n- Free and open source (LGPL)\n\n## Quick Start\n\n```\n// load example data set\nListDataSet dataSet = DataSet.Factory.IRIS();\n\n// create a classifier\nNaiveBayesClassifier classifier = new NaiveBayesClassifier();\n\n// train the classifier using all data\nclassifier.trainAll(dataSet);\n\n// use the classifier to make predictions\nclassifier.predictAll(dataSet);\n\n// get the results\ndouble accuracy = dataSet.getAccuracy();\n\nSystem.out.println(\"accuracy: \" + accurary);\n```\n\n## References\n\n- Holger Arndt: [The Java Data Mining Package – A Data Processing Library for Java](https://holger-arndt.de/library/COMPSAC2009-jdmp-draft.pdf), 33rd Annual IEEE International Computer Software and Applications Conference (COMPSAC), 2009\n\n## License\n\nThe Java Data Mining Package is licensed under the [GNU Lesser General Public License v3.0](http://www.gnu.org/licenses/lgpl-3.0.en.html).\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjdmp%2Fjava-data-mining-package","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjdmp%2Fjava-data-mining-package","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjdmp%2Fjava-data-mining-package/lists"}