A Two-Step Framework for Parkinson's Disease Classification: Using Multiple One-Way ANOVA on Speech Features and Decision Trees.
Gaurang PrasadThilanka MunasingheOshani SeneviratnePublished in: AI4SG@AAAI Fall Symposium (2020)
Keyphrases
- decision trees
- classification accuracy
- feature construction
- classification models
- feature extraction
- classification method
- feature vectors
- extracted features
- feature set
- rich set
- classification algorithm
- multiple features
- predictive accuracy
- feature space
- image classification
- machine learning algorithms
- svm classifier
- decision rules
- pattern recognition
- classification process
- emotion classification
- decision tree classifiers
- decision tree algorithm
- attribute selection
- ensemble classifier
- image features
- machine learning
- training set
- random forest
- model selection
- support vector machine
- multiple kernel learning
- classification trees
- supervised learning
- support vector
- audio features
- extracting features
- benchmark datasets
- video classification
- support vector machine svm
- associative classifiers