Multilevel Ensemble Method to Identify Risks in Chronic Kidney Disease Using Hybrid Synthetic Data.
Karamsetty ShouryadharP. Kiran RaoSubarna ChatterjeePublished in: ICCCNT (2022)
Keyphrases
- synthetic data
- ensemble methods
- random forests
- prediction accuracy
- decision trees
- benchmark datasets
- real image data
- random forest
- machine learning methods
- data sets
- ensemble learning
- mri data
- real world
- chronic disease
- base classifiers
- drifting concepts
- multilabel classification
- classifier ensemble
- base learners
- machine learning
- generalization ability
- synthetic datasets
- cluster ensemble
- simulated annealing
- medical images
- database
- rotation forest
- health care