Random forest and genetic algorithm united with hyperparameter for diabetes prediction by using WBSMOTE, wrapper approach.
A. Usha NandhiniK. DharmarajanPublished in: Int. J. Syst. Syst. Eng. (2023)
Keyphrases
- random forest
- genetic algorithm
- random forests
- ensemble classifier
- feature ranking
- decision trees
- feature selection
- fold cross validation
- feature set
- prediction accuracy
- decision tree learning algorithms
- ensemble methods
- feature importance
- ensemble learning
- rotation forest
- multi label
- model selection
- artificial neural networks
- fitness function
- base classifiers
- k nearest neighbor
- concept drift
- active learning
- feature extraction
- image processing