Classification of Normal and Abnormal ECG signals using Support Vector Machine and Fourier Decomposition Method.
Ashish KumarVirender Kumar MehlaHarshit TomarManjeet KumarRama KomaragiriPublished in: iSES (2020)
Keyphrases
- support vector machine
- decomposition method
- svm classifier
- support vector machine svm
- ecg signals
- support vector
- classification algorithm
- classification method
- feature selection
- multi class
- decomposition methods
- feature space
- training set
- tree decomposition
- high classification accuracy
- decision boundary
- feature vectors
- machine learning
- k nearest neighbor
- svm training
- pattern recognition
- training data
- decision trees
- kernel methods
- image classification
- classification accuracy
- pattern classification
- soft margin
- training samples
- decomposition algorithm
- abnormal events
- svm classification
- radial basis function
- fourier transform
- class labels
- kernel function
- text classification
- feature extraction