Neurophysiologic and Statistical Analysis of Failures in Automatic Sleep Stage Classification.
Teresa SousaDulce OliveiraSirvan KhalighiGabriel PiresUrbano NunesPublished in: BIOSIGNALS (2012)
Keyphrases
- sleep stage
- statistical analysis
- sleep apnea
- classification accuracy
- pattern recognition
- support vector machine svm
- classification systems
- class labels
- feature vectors
- feature selection
- statistical classification
- classification scheme
- pattern classification
- support vector machine
- training set
- feature space
- preprocessing
- unsupervised learning
- decision trees
- classification models
- object classification
- machine learning
- image classification
- feature extraction
- features extraction
- root cause
- classification process
- object recognition
- supervised classification
- fully automatic
- semi automatic
- training samples
- supervised learning
- text classification