dataeval.utils.metadata.Metadata
================================

.. py:class:: dataeval.utils.metadata.Metadata



   Dataclass containing binned metadata from the :func:`preprocess` function

   .. attribute:: discrete_factor_names

      List containing factor names for the original data that was discrete and the binned continuous data

      :type: list[str]

   .. attribute:: discrete_data

      Array containing values for the original data that was discrete and the binned continuous data

      :type: NDArray[np.int]

   .. attribute:: continuous_factor_names

      List containing factor names for the original continuous data

      :type: list[str]

   .. attribute:: continuous_data

      Array containing values for the original continuous data or None if there was no continuous data

      :type: NDArray[np.int or np.double] | None

   .. attribute:: class_labels

      Numerical class labels for the images/objects

      :type: NDArray[np.int]

   .. attribute:: class_names

      Array of unique class names (for use with plotting)

      :type: NDArray[Any]

   .. attribute:: total_num_factors

      Sum of discrete_factor_names and continuous_factor_names plus 1 for class

      :type: int