k-NN-based classification of sleep apnea types using ECG.
Oguzhan TimusEmine Dogru BolatPublished in: Turkish J. Electr. Eng. Comput. Sci. (2017)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- nearest neighbor
- web document classification
- support vector machine svm
- sleep apnea
- sleep stage
- text classification
- support vector machine
- feature selection
- text categorization
- k nearest
- classification accuracy
- nearest neighbour
- feature space
- support vector
- similarity search
- document classification
- bayesian network classifiers
- pattern recognition
- distance function
- class labels
- machine learning
- pattern classification
- decision rules
- training set
- training data
- feature extraction
- neural network
- back propagation
- decision trees
- nearest neighborhood