This is a video presentation of the Apriori algorithm for discovering frequent itemsets in data. Frequent itemset mining is one of the most popular data mining task.
The Java source code of the Apriori algorithm and datasets for evaluating its performance are available in the SPMF software.
If you want to know more about itemset mining, you can read my survey of itemset mining, which provides a good introduction to the topic.
That is all for today. More data mining videos will be posted soon!
Philippe Fournier-Viger is a professor, data mining researcher and the founder of the SPMF data mining software, which includes more than 150 algorithms for pattern mining.
(Visited 248 times, 1 visits today)