A novel proposed CNN-SVM architecture for ECG scalograms classification.
Oznur OzaltinOzgur YeniayPublished in: Soft Comput. (2023)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification algorithm
- feature selection
- classification method
- training set
- classification accuracy
- feature space
- feature vectors
- svm classification
- improves the classification accuracy
- knn
- generalization ability
- machine learning
- multi class classification
- management system
- convolutional neural network
- pattern classification
- decision trees
- text classification
- multi class svm
- partially supervised
- image classification
- fuzzy support vector machine
- feature extraction
- class labels
- support vector machine classifiers
- training process
- high classification accuracy
- pattern recognition
- histogram intersection kernel
- standard svm
- structured output
- decision boundary
- monitoring system
- machine learning algorithms
- kernel function
- model selection
- signal processing
- multi class
- training data