Morphological Analysis of ECG Holter Recordings by Support Vector Machines.
S. JankowskiJ. TijinkG. VumbacaMarco BalsiG. KarpinskiPublished in: ISMDA (2002)
Keyphrases
- morphological analysis
- support vector
- learning machines
- large margin classifiers
- heart rate variability
- mit bih arrhythmia database
- generalization ability
- cross validation
- logistic regression
- loss function
- hyperplane
- classification accuracy
- svm classifier
- multi class
- unknown words
- heart rate
- support vectors
- kernel function
- radial basis function
- kernel methods
- monitoring system
- training examples
- spectral analysis
- model selection
- soft margin
- data fusion
- machine learning