Deep Neural Networks Generalization and Fine-Tuning for 12-lead ECG Classification.
Aram AvetisyanShahane TigranyanAriana AsatryanOlga MashkovaSergey SkorikVladislav AnanevYury MarkinPublished in: CoRR (2023)
Keyphrases
- fine tuning
- neural network
- pattern recognition
- support vector
- classification models
- feature space
- classification accuracy
- support vector machine
- pattern classification
- classification rules
- neural networks and support vector machines
- fine tune
- learning vector quantization
- rule extraction
- multi layer perceptron
- classification systems
- machine learning
- feature extraction
- feature vectors
- automatic classification
- artificial neural networks
- fuzzy logic
- classification process
- model selection
- classification scheme
- back propagation
- cost sensitive
- support vector machine svm
- benchmark datasets
- classification method
- classification algorithm
- neural nets
- training process
- unsupervised learning
- multilayer perceptron
- signal processing
- feed forward
- viable alternative
- monitoring system
- fine tuned