Automated Sleep Stage Scoring Using k-Nearest Neighbors Classifier.
Tamás KissStephen MorairtyMichael SchwartzThomas KilduffDerek L. BuhlDmitri VolfsonPublished in: J. Open Source Softw. (2020)
Keyphrases
- sleep stage
- k nearest neighbor
- knn classifier
- knn
- classification algorithm
- classification method
- support vector machine
- k nearest neighbour
- nearest neighbor
- sleep apnea
- k nearest
- knn classification
- nearest neighbor algorithm
- nearest neighbor rule
- nearest neighbour
- feature selection
- nearest neighbor classification
- decision trees
- svm classifier
- support vector machine svm
- text classification
- training data
- data mining
- input space
- distance measurement
- support vector
- bayes error
- pattern classification
- range queries
- distance function