Enhancing hydrological extremes prediction accuracy: Integrating diverse loss functions in Transformer models.
Xue LiQi-Liang SunYanfei ZhangJian ShaMan ZhangPublished in: Environ. Model. Softw. (2024)
Keyphrases
- prediction accuracy
- loss function
- predictive power
- learning models
- logistic regression
- improve the prediction accuracy
- pairwise
- support vector
- squared error
- gradient boosting
- learning to rank
- ensemble methods
- probabilistic model
- machine learning algorithms
- graphical models
- binary classification
- bregman divergences
- risk minimization