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- Obtaining a correctly validated predictive statistics (similarly to cross-validation)
- Obtaining standard deviations for each prediction, which is possible because of using an ensemble of models rather that a single model.
The standard deviation (referred to as BAGGING-STD) can be used, for calculation of prediction uncertainty and definition of applicability domain.