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#

Bases: rhino_health.lib.metrics.base_metric.BaseMetric

Performs a Receiver Operating Characteristic calculation

y_true_variable :Union[str, rhino_health.lib.metrics.filter_variable.FilterVariable]#
y_pred_variable :Union[str, rhino_health.lib.metrics.filter_variable.FilterVariable]#
seed :Optional[int]#
class rhino_health.lib.metrics.roc_auc.RocAucWithCI#

Bases: RocAuc

Performs a Receiver Operating Characteristic calculation with Bootstrapping using Confidence Intervals

confidence_interval :int#
bootstrap_iterations :Optional[int]#