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Apache Mahout: Scalable machine learning and data mining

Mahout has a Top K Parallel FPGrowth Implementation. Its based on the paper http://infolab.stanford.edu/~echang/recsys08-69.pdf with some optimisations in mining the data.
18-Jun-2014
Market Basket Analysis with Mahout | Data Hacks

Also known as Affinity Analysis/Frequent Pattern Mining: Finding patterns in huge amounts of customer transactional data is called market basket analysis. This is useful where store's transactional data is readily available. Using market basket analysis, one can find purchasing patterns. Market basket analysis is also called associative rule mining (actually its otherway around) or affinity?
05-Jun-2014
java - Why does apache Mahout frequent pattern minnig algorithm return only 1 item itemsets? - Stack Overflow

Why does apache Mahout frequent pattern minnig algorithm return only 1 item itemsets?
27-Apr-2014


27-Jan-2014
Using the Mahout Naive Bayes Classifier to automatically classify Twitter messages | Chimpler

Classification algorithms can be used to automatically classify documents, images, implement spam filters and in many other domains. In this tutorial we are going to use Mahout to classify tweets using the Naive Bayes Classifier. The algorithm works by using a training set which is a set of documents already associated to a category. Using this?
21-Nov-2013
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