Fast and high accuracy classification of sleep EEG using PLSR method.
Kubra ErogluMasoud MalekiTemel KayikçiogluPublished in: SIU (2013)
Keyphrases
- high accuracy
- classification method
- support vector machine svm
- support vector machine
- preprocessing
- benchmark data sets
- classification accuracy
- decision trees
- detection method
- pattern recognition
- cross validation
- classification process
- decision rules
- machine learning methods
- unsupervised learning
- highly accurate
- high efficiency
- ordinal data
- significant improvement
- machine learning
- classification algorithm
- cost function
- classification scheme
- feature selection
- training samples
- clustering method
- model selection
- rough sets
- supervised learning
- computational cost
- dynamic programming
- pattern classification
- support vector
- similarity measure