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.

List of examples

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

High-Utility Pattern Mining

Association Rule Mining

Clustering

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

Classification

Tools

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