Improving Machine Learning Techniques with Imbalanced Data Treatment for Predicting Diabetes.
Radwa TaherSameh H. BashaAreeg AbdallaPublished in: AISI (2023)
Keyphrases
- imbalanced data
- ensemble methods
- learning from imbalanced data
- feature selection
- class distribution
- linear regression
- random forest
- class imbalance
- imbalanced datasets
- machine learning
- machine learning algorithms
- ensemble classifier
- machine learning methods
- classification models
- sampling methods
- decision rules
- support vector machine
- decision trees