7.3.3. mclearn.heuristics.margin_h

mclearn.heuristics.margin_h(X_training_candidates, **kwargs)[source]

Return the candidate with the smallest margin.

The margin is defined as the difference between the two largest values in the prediction vector.

Parameters:X_training_candidates (array) – The feature matrix of the potential training candidates.
Returns:best_candidate – The index of the best candidate.
Return type:int