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sub_model_selector Package

Packages

diversity_measure

Classes

ClassifierAllSelector

Description Combines all the models to create the output. This is the default submodel selector.

ClassifierBestDiverseSelector

Description Combines the models whose predictions are as diverse as possible.

ClassifierBestPerformanceSelector

Description Combines only the models with the best performance.

RegressorAllSelector

Description Combines all the models to create the output. This is the default submodel selector.

RegressorBestDiverseSelector

Description Combines the models whose predictions are as diverse as possible.

RegressorBestPerformanceSelector

Description Computes the weighted average of the outputs of the trained models