Table of Contents
ModelMetrics Objects
class ModelMetrics()
Container class for various model-related metrics
Attributes:
confusion_matrix
ConfusionMatrix - ConfusionMatrix which keeps it track of counts with NumberTrackerregression_metrics
RegressionMetrics - Regression Metrics keeps track of a common regression metrics in case the targets are continous.
compute_confusion_matrix
| compute_confusion_matrix(predictions: List[Union[str, int, bool, float]], targets: List[Union[str, int, bool, float]], scores: List[float] = None, target_field: str = None, prediction_field: str = None, score_field: str = None)
computes the confusion_matrix, if one is already present merges to old one.
Arguments:
predictions (List[Union[str, int, bool]]): targets (List[Union[str, int, bool]]): scores (List[float], optional): target_field (str, optional): prediction_field (str, optional): score_field (str, optional):
merge
| merge(other)
:type other: ModelMetrics