SPMF: A Java Open-Source Data Mining Library

An Open-Source Data Mining Library

Introduction

Algorithms

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Introduction

SPMF is an open-source data mining mining library written in Java, specialized in pattern mining.

It is distributed under the GPL v3 license.

It offers implementations of 129 data mining algorithms for:

association rule mining,
itemset mining,
sequential pattern mining,
sequential rule mining,
sequence prediction,
periodic pattern mining,
high-utility pattern mining,
clustering and classification,
time-series mining.

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 v2.12 and was released the 5th February 2017.