Ensembles: The ensemble models combine predictions from multiple existing models, which are referred to as base models. Max Vote Ensemble applies the max function and Both ensemble methods incorporate a subset of the best models from the hyperparameter tuning stage and have 13 hyperparameter sets that vary the base models used (Table ).