npu.eval.kfold_evaluator

Classes

KFoldEvaluator(**kwargs)

class npu.eval.kfold_evaluator.KFoldEvaluator(**kwargs)
Author:

Alberto M. Esmoris Pena

Class providing common logic for evaluations based on k-folding. Note that this class can be incorporated in k-fold evaluators for different problems through composition.

See npu.eval.kfold_evaluation.KFoldEvaluation.

__init__(**kwargs)

Initialize/instantiate a KFoldEvaluator

Parameters:

kwargs – The attributes for the KFoldEvaluator

eval(X, KFoldEvaluation, **kwargs)

Evaluate the results of a k-folding procedure.

Parameters:

  • X – The matrix of quantitative evaluations. Each row must represent a fold and each column an evaluation metric. Thus, X[i][j] is the j-th evaluation metric on the i-th fold.

  • KFoldEvaluation (class) – The class representing the evaluation of the k-folding.

Returns:

The evaluation of the k-folding.

Return type:

KFoldEvaluation