..
   This file is part of

   Culebra is free software: you can redistribute it and/or modify it under the
   terms of the GNU General Public License as published by the Free Software
   Foundation, either version 3 of the License, or (at your option) any later
   version.

   Culebra is distributed in the hope that it will be useful, but WITHOUT ANY
   WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
   FOR A PARTICULAR PURPOSE. See the GNU General Public License for more
   details.

   You should have received a copy of the GNU General Public License along with
   Culebra. If not, see <http://www.gnu.org/licenses/>.

   This work is supported by projects PGC2018-098813-B-C31 and
   PID2022-137461NB-C31, both funded by the Spanish "Ministerio de Ciencia,
   Innovación y Universidades" and by the European Regional Development Fund
   (ERDF).

:class:`culebra.fitness_function.feature_selection.abc.FSClassificationScorer` class
====================================================================================

.. autoclass:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer

Class methods
-------------
.. automethod:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.load

Properties
----------
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.classifier
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.cv_folds
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.fitness_cls
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.index
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.num_obj
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.obj_names
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.obj_thresholds
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.obj_weights
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.test_data
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.training_data

Private properties
------------------
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._default_classifier
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._default_cv_folds
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._default_index
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._default_similarity_threshold
.. autoproperty:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._worst_score

Methods
-------
.. automethod:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.dump
.. automethod:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.evaluate
.. automethod:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer.is_evaluable

Private methods
---------------
.. automethod:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._evaluate_kfcv
.. automethod:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._evaluate_train_test
.. automethod:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._final_training_test_data
.. automethod:: culebra.fitness_function.feature_selection.abc.FSClassificationScorer._score