What is the core of mahout?

 I am asking this question because I see files like TrainClassifier,
TestClassifier in the core directory?  Am I supposed to use these files to
run the algorithm or use core algorithms like Bayes, CBayes and write my own
Classifier?

To make it simple, can I use Mahout out of the box or should I do some
tweaks to make it work for me?

For eg., my primary use case is to classify millions of articles to a set of
categories.

Regards,
~Gim

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