Random Forest and Genetic Algorithm united with hyperparameter for Diabetes Prediction by using WBSMOTE, Wrapper Approach.
K. DharmarajanUsha Nandhini APublished in: Int. J. Syst. Syst. Eng. (2023)
Keyphrases
- random forest
- genetic algorithm
- prediction accuracy
- ensemble methods
- random forests
- decision trees
- ensemble classifier
- rotation forest
- feature set
- feature ranking
- feature selection
- fitness function
- fold cross validation
- simulated annealing
- feature importance
- multi label
- ensemble learning
- genetic programming
- evolutionary algorithm
- data sets
- decision tree learning algorithms
- optimization method
- machine learning methods
- model selection
- text classification
- multi class
- machine learning