pusion.model.report module

class pusion.model.report.Report(performance_matrix, instances, metrics)

Bases: object

Report is a string representation of the performance matrix retrieved by Evaluation methods.

Parameters

  • performance_matrix – numpy.array of shape (n_instances, n_metrics). Performance matrix containing performance values for each set instance row-wise and each set performance metric column-wise.

  • instances – list of instances been evaluated which is aligned with the performance_matrix on axis 0.

  • metrics – list of metric functions which is aligned with the performance_matrix on axis 1.