A diabetes prediction model based on Boruta feature selection and ensemble learning.
Hongfang ZhouYinbo XinSuli LiPublished in: BMC Bioinform. (2023)
Keyphrases
- ensemble learning
- feature selection
- ensemble classifier
- ensemble methods
- ensemble feature selection
- prediction accuracy
- generalization ability
- software defect prediction
- random forest
- prediction model
- model selection
- base classifiers
- support vector
- decision trees
- feature ranking
- bp neural network
- mutual subspace method
- machine learning methods
- text categorization
- unlabeled data
- feature set
- dimensionality reduction
- multi class
- change detection
- feature subset
- machine learning algorithms
- text classification
- simulated annealing
- concept drift
- decision stumps
- support vector machine
- training data
- feature extraction