A novel ensemble of random forest for assisting diagnosis of Parkinson's disease on small handwritten dynamics dataset.
Shoujiang XuZhigeng PanPublished in: Int. J. Medical Informatics (2020)
Keyphrases
- random forest
- fold cross validation
- feature set
- random forests
- ensemble methods
- decision trees
- ensemble learning
- ensemble classifier
- benchmark datasets
- base classifiers
- cancer classification
- rotation forest
- feature importance
- neural network
- multi label
- feature selection
- small number
- gene sets
- learning algorithm
- prediction accuracy
- pairwise
- feature extraction
- face recognition
- data sets
- decision tree learning algorithms