dataeval.core.MutualInfoResult¶

class dataeval.core.MutualInfoResult¶

Type definition for mutual information output.

class_to_factor¶

1D array of length (num_factors+1) containing normalized mutual information between class labels and each factor (including class label itself at index 0).

Type:¶

NDArray[np.float64]

interfactor¶

(num_factors) x (num_factors) symmetric matrix of normalized mutual information between metadata factors only (excluding class labels).

Type:¶

NDArray[np.float64]