mcboost
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Do proper gradient boosting for brier score optimization
The approach proposed in the papers optimizes the brier score through the assumption of predicted probabilities (which can be added or multiplicatively updated). A proper gradient boosting setup where scores are optimized could be a worthwhile addition.