Automatic Sleep Staging using Support Vector Machines with Posterior Probability Estimates.
Steinn GudmundssonThomas Philip RunarssonSven SigurdssonPublished in: CIMCA/IAWTIC (2005)
Keyphrases
- probability estimates
- class probabilities
- posterior probability
- cost sensitive
- probability estimation
- class membership probabilities
- naive bayes
- bayesian networks
- bayesian framework
- probability distribution
- binary classifiers
- roc curve
- probability density function
- empirical evidence
- machine learning
- random variables
- multi class
- probabilistic model
- training data
- decision trees