Performance Augmentation of Base Classifiers Using Adaptive Boosting Framework for Medical Datasets.
Durr-e-NayabRehan Ullah KhanAli Mustafa QamarPublished in: Appl. Comput. Intell. Soft Comput. (2023)
Keyphrases
- base classifiers
- boosting framework
- boosting algorithms
- ensemble methods
- multi class
- test data
- decision trees
- benchmark datasets
- class labels
- loss function
- naive bayes
- training set
- classification error
- training samples
- semi supervised learning
- feature set
- random forest
- prediction accuracy
- cost sensitive
- class distribution
- pairwise
- medical image retrieval