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EvaluationStrategys

All registered EvaluationStrategy components in DashAI.

NameDescription
CrossValidationEvaluationStrategyScore a model across folds, recording train and validation for each.
ForecastingCrossValidationEvaluationStrategyA backtest over several validation origins, then the test.
ForecastingHoldoutEvaluationStrategyA backtest with one validation origin, then the test.
FullDatasetEvaluationStrategyFit the model once on every row and score it on those same rows.
HoldoutEvaluationStrategySplit once into train, validation and test, and score all three.