MAHOUT-933: Refactored actual classification out of ClusterClassifier and into ClusteringPolicies. This
allows classifier to be completely generic as to the algorithm and gives policies correct use of e.g. fuzzyK 'm'
Introduced Canopy and MeanShift clustering policies for classification though not used by cluster iterator
Modified serialization of ClusterClassifiers to include ClusteringPolicy
Added ClusterClassifier serialization methods to exploded sequenceFile representation needed for MR
Updated Display examples and unit tests. All run
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