src.eval.deeplearn.dl_model_evaluation

Classes

DLModelEvaluation(**kwargs)

class src.eval.deeplearn.dl_model_evaluation.DLModelEvaluation(**kwargs)
Author:

Alberto M. Esmoris Pena

Class representing the result of evaluating a deep learning model. See DLModelEvaluator.

Variables:

  • X – The input data.

  • y – Expected values.

  • yhat – Point-wise predictions.

  • zhat – Point-wise outputs (e.g., softmax).

  • activations – Point-wise activations.

  • Fval – The F-values for the point-wise activations wrt the expected values.

  • pval – The p-values for the point-wise acctivations wrt the expected values.

  • class_names – The name for each class.

__init__(**kwargs)

Initialize/instantiate a DLModelEvaluation.

Parameters:

kwargs – The attributes for the DLModelEvaluation.

report(**kwargs)

Transform the DLModelEvaluation into a DLModelReport.

See DLModelReport.

Returns:

The DLModelReport representing the DLModelEvaluation.

Return type:

DLModelReport

can_report()

See Evaluation and evaluation.Evaluation.can_report().