Stacking ensemble learning models for daily runoff prediction using 1D and 2D CNNs.
Yutong XieWei SunMiaomiao RenShu ChenZexi HuangXingyou PanPublished in: Expert Syst. Appl. (2023)
Keyphrases
- ensemble learning
- multiple models
- generalization ability
- ensemble methods
- ensemble classifier
- prediction accuracy
- base classifiers
- prediction model
- concept drift
- random forest
- mutual subspace method
- machine learning methods
- svm classifier
- benchmark datasets
- support vector machine svm
- text classification
- image classification
- multi class
- prior knowledge
- data mining
- solar radiation
- data sets