A Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine.
Dawid KopiecJerzy MartynaPublished in: HAIS (1) (2011)
Keyphrases
- support vector machine
- particle swarm optimization
- svm classifier
- classification accuracy
- support vector machine svm
- classification method
- classification algorithm
- support vector
- feature vectors
- decision boundary
- training set
- high classification accuracy
- machine learning
- classification process
- feature extraction
- decision trees
- feature selection
- classification scheme
- pattern classification
- svm classification
- generalization ability
- text classification
- image classification
- multi class
- global optimization
- pso algorithm
- feature space
- hyperplane
- training data
- soft margin
- structured output
- knn
- particle swarm optimization algorithm
- kernel function
- cost sensitive
- model selection
- class labels
- benchmark datasets