SPMF Documentation


This section provides examples of how to use the SPMF open-source data mining library to perform various data mining tasks.

If you have any question or if you want to report a bug, you can check the FAQ, post in the forum or contact me. You can also have a look at the various articles that I have referenced on the algorithms page of this website to learn more about each algorithm. Moreover, you can have a look at the page about videos and other resources related to SPMF, including a textbook in Thai language.

Itemset Mining (Frequent Itemsets, Rare Itemsets, etc.)

High-Utility Pattern Mining

Association Rule Mining


Sequential Pattern Mining

Sequential Rule Mining

Sequence Prediction (source code version only)

Periodic pattern mining

Episode Mining

Graph Pattern Mining

Text Mining

Time Series Mining



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