Neural networks and SVM for heartbeat classification.
Malika Kedir-TalhaSaliha Ould-SlimanePublished in: ISSPA (2012)
Keyphrases
- support vector machine svm
- neural network
- support vector
- pattern recognition
- support vector machine
- svm classifier
- classification method
- classification algorithm
- feature vectors
- improves the classification accuracy
- multi class svm
- machine learning
- svm classification
- training process
- generalization ability
- multi class classification
- text classification
- rule extraction
- classification accuracy
- pattern classification
- multi class
- feature selection
- feature extraction
- training data
- training set
- knn
- supervised learning
- neural networks and support vector machines
- unbalanced data
- genetic algorithm
- high classification accuracy
- decision trees
- radial basis function neural network
- fuzzy logic
- kernel function
- radial basis function
- artificial neural networks
- multi layer perceptron
- partially supervised
- class labels
- feature space
- cost sensitive
- back propagation
- neural network model
- structured output
- extreme learning machine
- image classification
- hyperplane
- fold cross validation
- decision boundary
- gene selection