Imbalanced Learning in Heart Disease Categorization: Improving Minority Class Prediction Accuracy Using the SMOTE Algorithm.
Mediana AryuniSuko AdiartoEka MirandaEvaristus Didik MadyatmadjaAlbert Verasius Dian SanoElvin SestomiPublished in: Int. J. Fuzzy Log. Intell. Syst. (2023)
Keyphrases
- imbalanced data sets
- prediction accuracy
- learning algorithm
- minority class
- class distribution
- class imbalance
- imbalanced datasets
- imbalanced data
- ensemble methods
- active learning
- nearest neighbour
- classification algorithm
- input data
- rare events
- roc curve
- medical diagnosis
- cost sensitive learning
- semi supervised
- probabilistic model