Individualized Sleep Stage Classification from Cardiorespiratory Features.

Miriam Goldammer Lucas Weber Hagen Malberg Sebastian Zaunseder

Published in: ISMICT (2019)

Keyphrases

sleep stage
classification accuracy
feature set
feature vectors
classification models
classification process
classification method
svm classifier
feature space
feature extraction
feature analysis

benchmark datasets
pattern recognition
feature values
classification scheme
extracted features
class labels
extracting features
support vector
machine learning algorithms
text classification
machine learning

decision trees
gender classification
support vector machine
low level
discriminating features
features extraction
bayesian classifier
discriminative features
pattern classification
machine learning approaches

feature representation
automatic classification
feature selection
eeg signals
feature selection algorithms
roc curve
naive bayes
supervised learning
feature weights
training data