Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes.
Dennis H. MurphreeElaheh ArabmakkiChe NguforCurtis B. StorlieRozalina G. McCoyPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- diabetic patients
- training set
- prediction accuracy
- feature selection
- control system
- decision trees
- neural networks and support vector machines
- blood glucose
- prediction algorithm
- prediction model
- prediction error
- classification models
- ensemble learning
- control method
- clinical trials
- test set
- classifier combination
- electronic health records
- training samples
- feature set
- support vector