A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure.
Sergio Alejandro Holguin-GarciaErnesto Guevara-NavarroAlvaro Eduardo Daza-ChicaMaria Alejandra Patiño-ClaroHarold Brayan Arteaga-ArteagaGonzalo A. RuzReinel Tabares-SotoMario Alejandro Bravo-OrtizPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- machine learning algorithms
- cellular neural networks
- benchmark data sets
- learning algorithm
- learning problems
- decision trees
- predictive accuracy
- machine learning
- machine learning methods
- learning tasks
- random forests
- machine learning approaches
- machine learning systems
- transfer learning
- machine learning models
- bit rate
- neural network
- active learning
- training data
- image processing
- learning models
- input features
- computer vision
- endoscopic images
- standard machine learning algorithms