src.report.minmax_normalization_report

Classes

MinmaxNormalizationReport(fnames, fmin, ...)

class src.report.minmax_normalization_report.MinmaxNormalizationReport(fnames, fmin, fmax, **kwargs)
Author:

Alberto M. Esmoris Pena

Class to handle reports related to MinmaxNormalization. See Report. See also MinmaxNormalizer.

Variables:

  • fnames (list) – The names of the features.

  • fmin (np.ndarray) – The feature-wise min values.

  • fmax (np.ndarray) – The feature-wise max values.

  • frange (np.ndarray) – The feature-wise range values, i.e., max-min.

__init__(fnames, fmin, fmax, **kwargs)

Initialize an instance of MinmaxNormalizationReport

Parameters:

  • fnames (list) – The names of the features.

  • fmin (np.ndarray) – The feature-wise min values.

  • fmax (np.ndarray) – The feature-wise max values.

  • kwargs – The key-word arguments.

Keyword Arguments:

  • range (np.ndarray) – The feature-wise range values, i.e., max-min.