A Novel Approach for Parkinson's Disease Detection Based on Voice Classification and Features Selection Techniques.
Asmae OuhmidaAbdelhadi RaihaniBouchaib CherradiOumaima TerradaPublished in: Int. J. Online Biomed. Eng. (2021)
Keyphrases
- feature extraction
- classification accuracy
- feature vectors
- feature set
- feature extraction and classification
- classification method
- feature space
- features extraction
- classification process
- false positives
- classification models
- svm classifier
- benchmark datasets
- decision trees
- mammogram images
- extracting features
- pattern recognition
- adaboost classifier
- support vector machine classifier
- discriminative classifiers
- training set
- feature values
- image classification
- svm classification
- extracted features
- support vector machine
- selecting relevant features
- machine learning
- selecting features
- spectral features
- discriminative features
- feature representation
- object detection
- feature subset
- high dimensionality
- class labels
- low level
- texture features
- supervised learning
- classification algorithm
- model selection
- neyman pearson
- training samples
- support vector machine svm