A Hybrid Model: Random Classification and Feature Selection Approach for Diagnosis of the Parkinson Syndrome.
Suman BhakarManvendra ShekhawatNidhi KunduVijay Shankar SharmaPublished in: Scalable Comput. Pract. Exp. (2024)
Keyphrases
- hybrid model
- feature selection
- support vector machine svm
- classification accuracy
- support vector machine
- classification models
- support vector
- text classification
- machine learning
- feature extraction
- feature space
- pattern recognition
- artificial neural networks
- decision trees
- support vector regression
- high dimensionality
- method for feature selection
- model selection
- classification performances
- feature set
- multi class
- feature selection algorithms
- hybrid models
- text categorization
- cross validation
- supervised learning
- feature ranking
- irrelevant features
- feature subset
- generalization ability
- discriminative features
- obstructive sleep apnea
- feature reduction
- back propagation neural network
- extracted features
- classification method
- k nearest neighbor
- genetic algorithm