DiversityOutput

class dataeval.metrics.bias.DiversityOutput(diversity_index: ndarray[Any, dtype[float64]], classwise: ndarray[Any, dtype[float64]])

Output class for diversity() bias metric

diversity_index

Diversity index for classes and factors

Type:

NDArray[np.float64]

classwise

Classwise diversity index [n_class x n_factor]

Type:

NDArray[np.float64]