dataeval.utils.metadata.Metadata#
- class dataeval.utils.metadata.Metadata#
Dataclass containing binned metadata from the
preprocess()function- discrete_factor_names#
List containing factor names for the original data that was discrete and the binned continuous data
- Type:
list[str]
- discrete_data#
Array containing values for the original data that was discrete and the binned continuous data
- Type:
NDArray[np.int]
- continuous_factor_names#
List containing factor names for the original continuous data
- Type:
list[str]
- 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
- class_labels#
Numerical class labels for the images/objects
- Type:
NDArray[np.int]
- class_names#
Array of unique class names (for use with plotting)
- Type:
NDArray[Any]
- total_num_factors#
Sum of discrete_factor_names and continuous_factor_names plus 1 for class
- Type:
int