dataeval.core.nullmodel_fpr¶

dataeval.core.nullmodel_fpr(class_prob, model_prob)¶

Calculates FPR (False Positive Rate) from binary classification results.

Parameters:¶

class_prob : Array1D[float]¶

Class-wise probabilities for the test set. Can be a 1D list, or array-like object.

model_prob : Array1D[float]¶

Probability distribution for given null model. Can be a 1D list, or array-like object.

Returns:¶

Estimated False Positive Rate for binary classification

Return type:¶

np.float64