Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics.
Luka JovanovicNebojsa BacaninVladimir SimicJoseph ManiMiodrag ZivkovicMarko SaracPublished in: Soft Comput. (2024)
Keyphrases
- machine learning
- weather forecasting
- pattern recognition
- machine learning methods
- text classification
- support vector machine
- machine learning algorithms
- decision trees
- supervised classification
- supervised machine learning
- support vector
- supervised learning
- feature vectors
- classification method
- classification algorithm
- active learning
- classification accuracy
- information extraction
- feature extraction
- feature selection
- optimization problems
- metaheuristic
- class labels
- pattern classification
- classification scheme
- classification systems
- support vector machine svm
- model selection
- particle swarm optimization
- knowledge acquisition
- simulated annealing
- search space
- training set
- feature space
- computer science
- search algorithm
- learning algorithm
- semi supervised learning
- combinatorial optimization