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Categorical features support.

Anton Mazhurin requested to merge categorical_features into master

Categorical features are implemented according to On the influence of categorical features in ranking anomalies using mixed data

The categorical features must be at the end of the features vector. The number of categorical features is defined by a new parameter numCategoricalFeatures.

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