Dynamic ensemble pruning algorithms fusing meta-learning with heuristic parameter optimization for time series prediction.
Xin ShenQun DaiGangliang ZhuJing ZhangPublished in: Expert Syst. Appl. (2023)
Keyphrases
- meta learning
- parameter optimization
- pruning algorithms
- ensemble pruning
- base classifiers
- pruning algorithm
- learning tasks
- inductive learning
- feature selection
- genetic algorithm ga
- genetic algorithm
- machine learning algorithms
- model selection
- differential evolution
- parameter estimation
- machine learning
- neural network
- decision trees
- data mining
- multi class
- learning algorithm
- training data
- pid controller
- metamodel
- ensemble methods
- neural network model
- artificial neural networks
- simulated annealing
- support vector machine
- optimal solution
- bayesian networks
- control method
- support vector
- training set
- knowledge acquisition