Support vector machine with optimized parameters for the classification of patients with COVID-19.
Daniel Andrade GirónEdgardo Carreño CisnerosCecilia Mejía-DominguezJulia Velásquez-GamarraWilliam Marín-RodriguezHenry Villarreal-TorresRosana Meleán-RomeroPublished in: EAI Endorsed Trans. Pervasive Health Technol. (2023)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- support vector
- classification method
- feature vectors
- classification accuracy
- pattern recognition
- decision boundary
- training set
- multi class
- feature space
- feature extraction
- feature selection
- classification algorithm
- svm classification
- parameter estimation
- lung disease
- generalization ability
- machine learning
- normal controls
- decision trees
- training data
- parameter values
- pattern classification
- image classification
- k nearest neighbor
- high classification accuracy
- text classification
- high dimensional
- medical data
- knn
- multi class classification
- small sample
- kernel function