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OFIModelPerformance

Source code in docs_src/capo_frauddetector/types/ofi_model_performance.py
class OFIModelPerformance(TypedDict, closed=True):
    auc: NotRequired["capo_frauddetector.types.float.float"]
    """<p> The area under the curve (auc). This summarizes the total positive rate (tpr) and false positive rate (FPR) across all possible model score thresholds. </p>"""
    uncertainty_range: NotRequired[
        "capo_frauddetector.types.uncertainty_range.UncertaintyRange"
    ]
    """<p> Indicates the range of area under curve (auc) expected from the OFI model. A range greater than 0.1 indicates higher model uncertainity. </p>"""

auc instance-attribute

auc: NotRequired[float]

The area under the curve (auc). This summarizes the total positive rate (tpr) and false positive rate (FPR) across all possible model score thresholds.

uncertainty_range instance-attribute

uncertainty_range: NotRequired[UncertaintyRange]

Indicates the range of area under curve (auc) expected from the OFI model. A range greater than 0.1 indicates higher model uncertainity.