A chaos embedded GSA-SVM hybrid system for classification.
Chaoshun LiXueli AnRuhai LiPublished in: Neural Comput. Appl. (2015)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification method
- feature vectors
- classification algorithm
- feature selection
- generalization ability
- svm classification
- classification accuracy
- knn
- feature space
- machine learning
- training set
- decision boundary
- neural network
- fuzzy support vector machine
- pattern recognition
- k nearest neighbor
- decision trees
- improves the classification accuracy
- high classification accuracy
- image classification
- partially supervised
- cost sensitive
- unbalanced data
- artificial neural networks
- training samples
- text classification
- feature extraction
- multiple kernel learning
- particle swarm optimization
- multiclass classification
- text classifiers
- class labels
- kernel function
- support vectors
- hyperplane
- multi class
- supervised learning