Boosting, and an Ensemble - alongside registry data on abortions in Spain from 2011-2019 to predict multiple abortions and … assess monetary savings through targeted interventions. We find that Random Forest and an Ensemble method are most effective … in the highest risk decile, capturing about 55% of cases, whereas linear models and Extreme Gradient Boosting excel in …

three ensemble-learning methods-specifically, bagging, random forest, and boosting-with those of various neural … boosting is superior to other machine-learning methods including neural networks. It is also found that the performance of …

predictions when new observations arrive. The tree-based ensemble method "boosting" provides the highest benefit in forecast …

regression trees, bagging, random forest, boosting machines and neural networks. Finally, we provide methodologies for analysing …

three ensemble-learning methods-specifically, bagging, random forest, and boosting-with those of various neural … boosting is superior to other machine-learning methods including neural networks. It is also found that the performance of …

predictions when new observations arrive. The tree-based ensemble method "boosting" provides the highest benefit in forecast …