Implemented AVX support. 8 samples are missclassified in comparison to model. Minor fixes.
Implemented Premature Termination. Added all necessary changes required for this implementation. Changed the code for classifier constructors.
Fixed issues with kNCN algorithm. Now yields correct results. Added tests. Implemented SSE & AVX calculation of centroid. Significant speedups.