A Novel Feature Selection Approach Based on FODPSO and SVM.
Pedram GhamisiMicael S. CouceiroJón Atli BenediktssonPublished in: IEEE Trans. Geosci. Remote. Sens. (2015)
Keyphrases
- feature selection
- support vector
- support vector machine
- selected features
- support vector machine svm
- feature space
- text categorization
- text classification
- bayes classifier
- small sample
- knn
- multi class
- machine learning
- svm rfe
- information gain
- feature ranking
- support vectors
- classification accuracy
- feature selection algorithms
- input features
- gene selection
- high dimensionality
- feature extraction
- feature set
- microarray data
- support vector machines for classification
- dimensionality reduction
- svm classifier
- k nearest neighbor
- mutual information
- multiple kernel learning
- classification performances
- fold cross validation
- multi task
- kernel function
- decision trees
- svm classification
- dimension reduction
- discriminative features
- text classifiers
- active learning
- classification algorithm
- selection criterion
- high dimension
- kernel methods