An Improved Ensemble Method for Predicting Hyperchloremia in Adults With Diabetic Ketoacidosis.
George ObaidoBlessing OgbuokiriChidozie Williams ChukwuFadekemi Janet OsayeOluwaseun Francis EgbelowoMark Izuchukwu UzochukwuIbomoiye Domor MienyeKehinde D. ArulebaMpho PrimusOkechinyere J. AchilonuPublished in: IEEE Access (2024)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- benchmark datasets
- machine learning methods
- ensemble learning
- decision trees
- generalization ability
- rotation forest
- base classifiers
- random forest
- multilabel classification
- classifier ensemble
- subspace methods
- base learners
- drifting concepts
- ensemble classifier
- feature subset
- image processing
- ensemble members
- neural network
- text categorization
- semi supervised
- support vector
- instance based learning
- machine learning