nannyml.performance_calculation.metrics.binary_classification module¶
- class nannyml.performance_calculation.metrics.binary_classification.BinaryClassificationAUROC(y_true: str, y_pred: str, y_pred_proba: str | None = None)[source]¶
Bases:
Metric
Area under Receiver Operating Curve metric.
Creates a new AUROC instance.
- class nannyml.performance_calculation.metrics.binary_classification.BinaryClassificationAccuracy(y_true: str, y_pred: str, y_pred_proba: str | None = None)[source]¶
Bases:
Metric
Accuracy metric.
Creates a new Accuracy instance.
- class nannyml.performance_calculation.metrics.binary_classification.BinaryClassificationF1(y_true: str, y_pred: str, y_pred_proba: str | None = None)[source]¶
Bases:
Metric
F1 score metric.
Creates a new F1 instance.
- class nannyml.performance_calculation.metrics.binary_classification.BinaryClassificationPrecision(y_true: str, y_pred: str, y_pred_proba: str | None = None)[source]¶
Bases:
Metric
Precision metric.
Creates a new Precision instance.