dataeval.core.nullmodel_accuracy¶

dataeval.core.nullmodel_accuracy(class_prob, model_prob, *, multiclass=False)¶

Calculates accuracy from binary classification results.

Parameters:¶

class_prob : NDArray[np.floating]¶

Class-wise probabilities for the test set

model_prob : NDArray[np.floating]¶

Probability distribution for given null model

multiclass : bool, default False¶

Whether to calculate multiclass accuracy

Returns:¶

Calculated accuracy for binary classification

Return type:¶

np.float64