Non-Invasive Infrasound Heart Murmur Detection with a Support Vector Machine (SVM) Classification Approach.
Samual W. RudNicholas St. JacqueAaron VantJiann-Shiou YangPublished in: SMC (2006)
Keyphrases
- svm classification
- support vector machine
- cardiovascular disease
- support vector machine svm
- svm classifier
- support vector
- kernel function
- multi class
- high classification accuracy
- feature selection
- machine learning
- classification accuracy
- image classification
- k nearest neighbor
- training data
- support vectors
- feature space
- feature vectors
- generalization ability
- classification algorithm
- multiclass classification
- kernel methods
- svm training
- classification method
- training dataset
- mixture model