Optimal weight random forest ensemble with Fuzzy C-means cluster-based subsampling for carbon price forecasting.
Yuhua ZhangYuerong LiJinxing ChePublished in: J. Intell. Fuzzy Syst. (2024)
Keyphrases
- random forest
- fuzzy c means
- ensemble methods
- random forests
- fuzzy clustering
- decision trees
- ensemble learning
- clustering algorithm
- image segmentation
- fcm algorithm
- base classifiers
- fuzzy clustering algorithm
- clustering method
- ensemble classifier
- prediction accuracy
- feature set
- benchmark datasets
- feature subset
- machine learning methods
- cluster analysis
- decision tree learning algorithms
- membership functions
- multi label
- data mining
- optimization algorithm
- artificial neural networks
- feature extraction
- genetic algorithm