An Open-Source Data


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SPMF: A Java Open-Source Data Mining Library

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An Open-Source Data

An Open-Source Data

Mining Library

Mining Library

Copyright © 2008-2020

Copyright © 2008-2020

Copyright © 2008-2020

Philippe Fournier-Viger

Philippe Fournier-Viger

Philippe Fournier-Viger

All rights reserved.

All rights reserved.

All rights reserved.

Template by 

Template by 

Template by 

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Introduction

Introduction

Algorithms

Algorithms

Download


Download

Documentation

Documentation

Datasets


Datasets

FAQ


FAQ

License


License

Contributors

Contributors

Citations

Citations

Performance

Performance

Developers's guide

Developers's guide

Videos


Videos

Other resources

Other resources

Forum


Forum

Blog


Blog

0891160

0891160

Introduction

SPMF is an open-source data mining mining library written in Java, specialized in pattern mining (the discovery of patterns in data) .

It is distributed under the GPL v3 license.

It offers implementations of 196 data mining algorithms for:

association rule mining,

itemset mining,

sequential pattern

sequential rule mining,

sequence prediction,

periodic pattern mining, 

episode mining

high-utility pattern mining,

time-series mining.

clustering and classification,

The source code of each algorithm can be easily integrated in other Java software.

Moreover, SPMF can be used as a standalone program with a simple user interface or from the command line.

SPMF is fast and lightweight (no dependencies to other libraries).



The current version is v2.42b and was released the 11th March 2020.

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