Porosity Prediction Based on Ensemble Learning for Feature Selection and an Optimized GRU Improved by the PSO Algorithm.
Miaomiao LiuHaoran XuFengda ZhaoQiang ZhangYing JiaJiahao XiPublished in: Int. J. Comput. Intell. Syst. (2024)
Keyphrases
- ensemble learning
- pso algorithm
- particle swarm optimization
- feature selection
- ensemble classifier
- global optimization
- particle swarm optimization pso
- improved pso algorithm
- particle swarm optimization algorithm
- ensemble methods
- prediction accuracy
- generalization ability
- convergence speed
- particle swarm optimisation
- base classifiers
- text categorization
- random forest
- feature space
- improved algorithm
- support vector
- multi objective
- regression model
- support vector machine
- multi class
- feature extraction
- machine learning
- learning algorithm
- concept drift
- bp neural network
- prediction model
- feature subset
- fault diagnosis
- unlabeled data
- classification accuracy