AUC4.5: AUC-Based C4.5 Decision Tree Algorithm for Imbalanced Data Classification.
Jong-Seok LeePublished in: IEEE Access (2019)
Keyphrases
- decision trees
- decision tree algorithm
- imbalanced data classification
- feature selection
- logistic regression
- probability estimation
- roc curve
- class distribution
- naive bayes
- classification accuracy
- model selection
- classification rules
- cost sensitive
- training set
- multi class
- error rate
- machine learning
- machine learning algorithms
- classification models
- loss function
- class imbalance
- decision rules
- training data
- learning algorithm