Biosignal Based Discrimination between Slight and Strong Driver Hypovigilance by Support-Vector Machines.
David SommerMartin GolzUdo TrutschelDave EdwardsPublished in: ICAART (Revised Selected Papers) (2009)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- feature selection
- support vector machine
- logistic regression
- kernel function
- cross validation
- binary classification
- maximum margin
- kernel methods
- generalization ability
- database
- training examples
- loss function
- soft margin
- support vectors
- training data
- multiple kernel learning
- heart rate