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FastNominalAttributeClassObserver implemented #278

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  • improves performance for nominal attributes with large number of attribute values, it simply calculates distribution on the fly to avoid loops in getClassDistsResultingFrom* and probabilityOfAttributeValueGivenClass methods.

* improves performance for nominal attributes with large number
of attribute values, it simply calculates distribution on the
fly to avoid loops in getClassDistsResultingFrom* and probabilityOfAttributeValueGivenClass methods.
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