metric_computation

metric_computation#

Source code: sensai/evaluation/metric_computation.py

class MetricComputationResult(metric_value: float, models: List[VectorModelBase])[source]#

Bases: object

metric_value: float#

models: List[VectorModelBase]#

class MetricComputation(metric: Union[RegressionMetric, ClassificationMetric])[source]#

Bases: ABC

abstract compute_metric_value(model_factory: Callable[[], Union[VectorRegressionModel, VectorClassificationModel]]) → MetricComputationResult[source]#

class MetricComputationMultiData(ev_util: MultiDataModelEvaluation, use_cross_validation: bool, metric: Union[RegressionMetric, ClassificationMetric], use_combined_eval_stats: bool)[source]#

Bases: MetricComputation

compute_metric_value(model_factory: Callable[[], Union[VectorRegressionModel, VectorClassificationModel]]) → MetricComputationResult[source]#