An Enhanced Machine Learning Framework for Type 2 Diabetes Classification Using Imbalanced Data with Missing Values.
Kumarmangal RoyMuneer AhmadKinza WaqarKirthanaah PriyaahJamel NebhenSultan S. AlshamraniMuhammad Ahsan RazaIhsan AliPublished in: Complex. (2021)
Keyphrases
- missing values
- machine learning
- imbalanced data
- missing data
- cost sensitive learning
- decision trees
- pattern recognition
- text classification
- support vector machine
- machine learning methods
- data preparation
- feature selection
- machine learning algorithms
- incomplete data
- classification accuracy
- image classification
- supervised learning
- decision boundary
- data mining
- classification algorithm
- feature selection algorithms
- class imbalance
- active learning