Predicting Type 2 Diabetes Through Machine Learning: Performance Analysis in Balanced and Imbalanced Data.
Francisco MesquitaGonçalo MarquesPublished in: UNet (2021)
Keyphrases
- imbalanced data
- machine learning
- highly skewed
- imbalanced class distribution
- support vector machine
- decision trees
- class imbalance
- ensemble methods
- linear regression
- imbalanced datasets
- feature selection
- machine learning methods
- supervised learning
- data mining
- learning algorithm
- pattern recognition
- random forest
- classification models
- class distribution
- learning tasks
- sampling methods
- machine learning algorithms
- model selection
- text classification
- inductive learning
- learning models
- semi supervised learning