An improved ACO-based decision tree algorithm for imbalanced datasets.
Muhamad Hasbullah Mohd RazaliRizauddin SaianYap Bee WahKu Ruhana Ku-MahamudPublished in: Int. J. Math. Model. Numer. Optimisation (2021)
Keyphrases
- decision tree algorithm
- imbalanced datasets
- decision trees
- cost sensitive
- cost sensitive learning
- class distribution
- class imbalance
- ensemble methods
- imbalanced data
- classification rules
- classification models
- logistic regression
- fraud detection
- training data
- naive bayes
- machine learning
- training set
- decision rules
- sampling methods
- active learning
- random forest
- machine learning methods
- small number
- face recognition