gemseo.mlearning.classification.quality.base_classifier_quality module#

The base class to assess the quality of a classifier.

class BaseClassifierQuality(algo, fit_transformers=True)[source]#

Bases: BaseRegressorQuality

The base class to assess the quality of a classifier.

Parameters:

  • algo (BaseMLSupervisedAlgo) -- A machine learning algorithm for supervised learning.

  • fit_transformers (bool) --

    Whether to re-fit the transformers when using resampling techniques. If False, use the transformers of the algorithm fitted from the whole learning dataset.

    By default it is set to True.