Facing the classification of binary problems with a GSA-SVM hybrid system.
Soroor SarafraziHossein Nezamabadi-pourPublished in: Math. Comput. Model. (2013)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- multi class svm
- binary classification problems
- feature vectors
- classification algorithm
- svm classifier
- feature selection
- high dimensionality
- classification method
- svm classification
- feature extraction
- multi class
- text classification
- multi class classification
- pattern recognition
- generalization ability
- improves the classification accuracy
- multiclass support vector machines
- svm training
- multiclass problems
- maximum margin
- machine learning
- knn
- classification accuracy
- artificial neural networks
- training set
- decision trees
- machine learning algorithms
- class imbalance
- k nearest neighbor
- optimization problems
- binary classifiers
- fold cross validation
- genetic algorithm
- unbalanced data
- supervised machine learning algorithms
- neural network