dataeval.core.nullmodel_fpr¶

dataeval.core.nullmodel_fpr(class_prob, model_prob)¶

Calculates FPR (False Positive Rate) 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

Returns:¶

Estimated False Positive Rate for binary classification

Return type:¶

np.float64