A Multi-Agent Approach to Binary Classification Using Swarm Intelligence.
Sean GrimesDavid E. BreenPublished in: Future Internet (2023)
Keyphrases
- swarm intelligence
- binary classification
- multi agent
- multi class
- learning problems
- support vector
- cost sensitive
- ant colony optimization
- multi label
- evolutionary computation
- particle swarm optimization
- computational intelligence
- ant colonies
- generalization error
- social insects
- support vector machine
- social behavior
- class imbalance
- reinforcement learning
- prediction accuracy
- ensemble methods
- particle swarm optimization pso
- collective behavior
- theoretical and empirical study
- machine learning
- swarm optimization
- training data
- text categorization
- class distribution
- kernel methods
- kernel function