A Comparison between ECG Beat Classifiers Using Multiclass SVM and SIMCA with Time Domain PCA Feature Reduction.
Najlaa JannahSillas HadjiloucasPublished in: UKSim (2017)
Keyphrases
- feature reduction
- multiclass svm
- rough sets
- support vector machine
- feature set
- text categorization
- feature selection
- random forest
- classification accuracy
- linear discriminant analysis
- principal component analysis
- reduction method
- texture segmentation
- beat classification
- binary tree
- k nearest neighbor
- rough set theory
- feature extraction
- multiclass classification
- knn
- multi class
- viterbi algorithm
- dimensionality reduction
- feature space
- naive bayes
- fuzzy logic
- svm classifier
- support vector
- computer vision
- neural network
- classification algorithm
- high dimensional data
- data sets
- image processing
- hidden markov models
- training data