A new evaluation measure for learning from imbalanced data.
Nguyen Thai-NgheZeno GantnerLars Schmidt-ThiemePublished in: IJCNN (2011)
Keyphrases
- evaluation measures
- learning from imbalanced data
- imbalanced datasets
- random forest
- imbalanced data
- precision and recall
- learning to rank
- retrieval systems
- benchmark datasets
- cost sensitive learning
- class distribution
- roc curve
- ranked list
- feature selection algorithms
- machine learning
- ensemble methods
- document retrieval
- feature set
- decision trees