Bayesian Optimization with Support Vector Machine Model for Parkinson Disease Classification.
Ahmed M. ElsheweyMahmoud Y. ShamsNora El-RashidyAbd Elghaffar M. ElhadySamaa M. ShohiebZahraa TarekPublished in: Sensors (2023)
Keyphrases
- support vector machine
- classification method
- computational model
- classification models
- classification algorithm
- high level
- feature vectors
- optimization algorithm
- machine learning
- optimization model
- bayesian methods
- mathematical model
- class conditional densities
- automatic relevance determination
- optimization process
- hyperplane
- k nearest neighbor
- model selection
- classification accuracy
- probabilistic model
- artificial neural networks
- support vector
- feature extraction
- decision trees