An Ensemble of Light Gradient Boosting Machine and Adaptive Boosting for Prediction of Type-2 Diabetes.
M. Jishnu SaiPratiksha ChettriRanjit PanigrahiAmik GargAkash Kumar BhoiPaolo BarsocchiPublished in: Int. J. Comput. Intell. Syst. (2023)
Keyphrases
- gradient boosting
- base learners
- ensemble methods
- prediction accuracy
- loss function
- ensemble learning
- kernel ridge regression
- ensemble classifier
- base classifiers
- neural network
- random forests
- learning machines
- imitation learning
- feature selection
- weak classifiers
- decision trees
- logistic regression
- relational databases
- meta learning
- training set
- bayesian networks