src.report.distance_reclassification_report

Classes

DistanceReclassificationReport(**kwargs)

class src.report.distance_reclassification_report.DistanceReclassificationReport(**kwargs)
Author:

Alberto M. Esmoris Pena

Class to handle reports related to distance reclassifications. See Report. See also DistanceReclassifier.

Variables:

  • yin (np.ndarray) – The vector of point-wise input labels.

  • yout (np.ndarray) – The vector of point-wise output labels.

  • yinlut (dict) – The look-up table whose keys are input class names and whose values are the corresponding input class indices.

  • youtlut (dict) – The look-up table whose keys are output class names and whose values are the corresponding output class indices.

__init__(**kwargs)

Initialize an instance of DistanceReclassificationReport.

Parameters:

kwargs – The key-word arguments defining the report’s attributes.

to_class_distribution(title, lut, y)

Generate a string representing a class distribution.

Parameters:

  • title (str) – The title or name for the class distribution representation.

  • lut (dict) – The look-up table whose keys are class names (string) and whose values are class indices (integer).

  • y (np.ndarray) – The vector of point-wise labels.

Returns:

String representing the class distribution.

Return type:

str