AucConfidenceInterval

Note

This page is a reference documentation. It only explains the class signature, and not how to use it. Please refer to the Habitat Guide and Python API guide (v2.0) for usage.

class AucConfidenceInterval(auc: float, lower: float, upper: float, alpha: float)

Bases: object

ROC AUC with its DeLong confidence interval.

auc: float

Point estimate of the AUC.

lower: float

Lower bound of the interval (clipped at 0 by construction of the test).

upper: float

Upper bound of the interval (clipped at 1).

alpha: float

Confidence level the interval was computed at, e.g. 0.95.

__init__(auc: float, lower: float, upper: float, alpha: float) → None