CrossValidationEvaluationStrategy
DashAI.back.evaluation.CrossValidationEvaluationStrategy
Score a model across folds, recording train and validation for each.
The ordinary cross-validation evaluation. Not offered for
SingleSeriesForecastingTask, whose folds have no in-sample score to report;
ForecastingCrossValidationEvaluationStrategy handles that.
Methods
get_metadata(cls) -> dict
BaseEvaluationStrategyDescribe the strategy for the frontend.
Returns
- dict
- Mapping with
kind, which says whether this strategy splits the dataset once or into folds;scored_splits, the partitions it writes metrics for;splitter_partitioninganddefault_splitter, which splitters it takes and which one a session starts on;splitters, the names it is limited to, or None; andresult_views, the views a finished run offers.