Interpretable boosting tree ensemble method for multisource building fire loss prediction.
Ning WangYan XuSutong WangPublished in: Reliab. Eng. Syst. Saf. (2022)
Keyphrases
- ensemble methods
- prediction accuracy
- multi source
- ensemble learning
- base classifiers
- ensemble classifier
- decision trees
- random forests
- data fusion
- random forest
- rotation forest
- base learners
- information fusion
- machine learning methods
- generalization ability
- benchmark datasets
- multiple sources
- ensemble members
- data integration
- data sources
- genetic algorithm
- feature subset
- feature selection
- social networks