Empirical analysis of performance assessment for imbalanced classification.
Jean-Gabriel GaudreaultPaula BrancoPublished in: Mach. Learn. (2024)
Keyphrases
- empirical analysis
- theoretical analysis
- empirical studies
- classification accuracy
- pattern recognition
- pattern classification
- image classification
- decision trees
- classification systems
- feature extraction
- benchmark datasets
- preprocessing
- class imbalance
- classification scheme
- listed companies
- dimensionality reduction
- supervised learning
- training set
- feature space
- support vector machine svm
- class labels
- automatic classification
- feature selection
- imbalanced data