sorbetto.performance.finite_set_of_two_class_classification_performances module

class sorbetto.performance.finite_set_of_two_class_classification_performances.FiniteSetOfTwoClassClassificationPerformances(performance_list: list[TwoClassClassificationPerformance] | ndarray, name: str = 'finite set')[source]

Bases: object

drawInROC(fig: Figure, ax: Axes)[source]

static from_array(array_tn_fp_fn_tp)[source]

getMean() → TwoClassClassificationPerformance[source]: The mean is know as the summarized performance Piérard and Van Droogenbroeck [18] as well as Fawcett’s interpolated performance Fawcett [7].

getRange(score) → tuple[float, float][source]

property name: str

property performance_list: list[TwoClassClassificationPerformance]

property pfn: ndarray

property pfp: ndarray

property ptn: ndarray

property ptp: ndarray

update_probabilities()[source]