Grant gives an update on the algorithms integrated so far:
We have several clustering algorithm implementations: k-Means, fuzzy k-Means, Dirichlet, Mean-Shift, Canopy. We also have implementations of naive bayes and complementary naive bayes for classification and some integration with the Watchmaker evolutionary programming framework.The webpage should be updated with the link to the release shortly.
You can also check out Grant's slides from ApacheCon and the Mahout Wiki.
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