Theoretical Analysis of a Performance Measure for Imbalanced Data.
Vicente GarcíaRamón Alberto MollinedaJosé Salvador SánchezPublished in: ICPR (2010)
Keyphrases
- theoretical analysis
- imbalanced data
- imbalanced datasets
- sampling methods
- ensemble methods
- linear regression
- learning from imbalanced data
- class distribution
- classification models
- random forest
- high dimensional
- feature selection
- machine learning methods
- image classification
- class imbalance
- least squares
- feature extraction