Development of a Mental Disorder Screening System Using Support Vector Machine for Classification of Heart Rate Variability Measured from Single-lead Electrocardiography.
Mai KobayashiGuanghao SunToshikazu ShinbaTakemi MatsuiTetsuo KirimotoPublished in: SAS (2019)
Keyphrases
- support vector machine
- heart rate variability
- svm classifier
- classification method
- multi class
- pattern recognition
- classification algorithm
- support vector machine svm
- support vector
- feature vectors
- feature selection
- machine learning
- classification accuracy
- k nearest neighbor
- training set
- feature space
- heart rate
- decision trees
- spectral analysis
- class labels
- age related macular degeneration
- signal processing
- supervised learning
- knn
- multiscale
- training data
- feature extraction
- image classification
- text classification
- nearest neighbor
- hidden markov models
- radial basis function
- ecg signals
- similarity measure
- learning algorithm