Enhancing Diabetes Prediction Based on Pair-Wise Ensemble Learning Model Selection.
Ahmed F. AshourMostafa M. FoudaZubair Md. FadlullahMohamed I. IbrahemPublished in: SmartNets (2024)
Keyphrases
- model selection
- ensemble learning
- cross validation
- ensemble classifier
- ensemble methods
- pairwise
- learning machines
- prediction accuracy
- feature selection
- generalization ability
- hyperparameters
- sample size
- machine learning
- regression model
- random forest
- generalization error
- selection criterion
- meta learning
- model selection criteria
- unsupervised learning
- gaussian process
- multi class
- generalization bounds
- semi supervised
- prediction model
- unlabeled data
- benchmark datasets
- feature space
- concept drift
- base classifiers
- objective function
- data sets
- text categorization