Evaluation of Particle Swarm Optimization Effectiveness in Classification.
Ivan De FalcoAntonio Della CioppaErnesto TarantinoPublished in: WILF (2005)
Keyphrases
- particle swarm optimization
- automatic classification
- classification accuracy
- feature selection
- pattern classification
- decision rules
- supervised learning
- machine learning
- pso algorithm
- benchmark datasets
- feature vectors
- decision trees
- support vector
- feature extraction
- multi class
- image classification
- support vector machine
- object classification
- unsupervised learning
- classification scheme
- global optimization
- classification models
- machine learning methods
- particle swarm
- evaluation measures
- data sets
- classification process
- classification rate
- cost sensitive
- differential evolution
- classification algorithm
- class labels
- support vector machine svm
- model selection
- recognition rate
- training set
- preprocessing