rhino_health.lib.metrics.roc_auc

Module Contents

Classes

RocAuc	Performs a Receiver Operating Characteristic calculation
RocAucWithCI	Performs a Receiver Operating Characteristic calculation with Bootstrapping using Confidence Intervals

class rhino_health.lib.metrics.roc_auc.RocAuc(**data: Any)

Bases: rhino_health.lib.metrics.base_metric.BaseMetric

Performs a Receiver Operating Characteristic calculation

y_true_variable: str | rhino_health.lib.metrics.filter_variable.FilterVariable

y_pred_variable: str | rhino_health.lib.metrics.filter_variable.FilterVariable

seed: int | None

class rhino_health.lib.metrics.roc_auc.RocAucWithCI(**data: Any)

Bases: RocAuc

Performs a Receiver Operating Characteristic calculation with Bootstrapping using Confidence Intervals

confidence_interval: int

bootstrap_iterations: int | None