Diagnosis of Parkinson's Disease Based on Voice Signals Using SHAP and Hard Voting Ensemble Method.
Paria GhaheriHamid NasiriAhmadreza ShateriArman HomafarPublished in: CoRR (2022)
Keyphrases
- ensemble methods
- majority voting
- disease diagnosis
- prediction accuracy
- early diagnosis
- diagnostic process
- fundamental frequency
- machine learning methods
- benchmark datasets
- decision trees
- random forests
- ensemble learning
- rotation forest
- base classifiers
- generalization ability
- random forest
- drifting concepts
- fault diagnosis
- cluster ensemble
- ensemble classifier
- ensemble members
- classifier ensemble
- multilabel classification
- genetic algorithm
- multi label
- genetic algorithm ga
- machine learning algorithms
- non stationary
- text classification
- artificial neural networks
- similarity measure
- neural network