synthval.utilities.FeaturesDataset
==================================

.. py:class:: synthval.utilities.FeaturesDataset(ori_features, gen_features, test_percentage = 0.2, rng_seed = 0, train_mode = True)

   Bases: :py:obj:`pynever.datasets.Dataset`


   Utility class for the management of the dataset composed by the feature extracted from the original images
   and the synthetically generated images. Needed for using the pynever training and testing strategies.

   .. attribute:: train_df

      The training set.

      :type: pandas.Dataframe

   .. attribute:: test_df

      The test set.

      :type: pandas.Dataframe

   .. attribute:: train_mode

      Flag controlling if the __get_item__ function returns element from the training set or the test set.

      :type: bool