Optimal and suboptimal feature selection for classification of evoked brain potentials.
D. L. HallidayClare D. McGillemJ. WesterkampJorge I. AuñónPublished in: IEEE Trans. Syst. Man Cybern. (1985)
Keyphrases
- feature selection
- classification accuracy
- feature subset
- eeg signals
- text classification
- classification models
- machine learning
- feature extraction
- support vector
- support vector machine
- feature set
- high order
- brain activity
- accurate classification
- text categorization
- model selection
- binary decision tree
- feature selection and classification
- classification method
- classification algorithm
- svm classifier
- image classification
- method for feature selection
- pattern recognition
- feature ranking
- high dimensionality
- computationally efficient
- redundant features
- decision trees
- small sample
- mutual information
- ensemble classifier
- feature space
- feature selection algorithms
- sequential forward
- human brain
- multi class
- pattern classification
- support vector classification
- unsupervised learning
- classification performances
- support vector machine svm
- feature reduction
- eeg data
- irrelevant features
- dimensionality reduction
- discriminative features
- training set
- microarray data