Idecomp: imbalance-aware decomposition for class-decomposed classification using conditional GANs.
Patryk BuczekUsama ZidanMohamed Medhat GaberMohammed M. AbdelsameaPublished in: Discov. Artif. Intell. (2023)
Keyphrases
- class labels
- imbalanced datasets
- multi class classification
- classification method
- multiclass classification
- class imbalance
- pattern recognition
- training set
- support vector machine
- pattern classification
- image classification
- feature space
- classification accuracy
- automatic classification
- text classification
- class distribution
- feature vectors
- classification systems
- machine learning
- classification rules
- machine learning methods
- class specific
- support vector machine svm
- training samples
- model selection
- multi class
- support vector
- training data
- feature extraction
- class conditional
- minimum distance classifier
- multiple classes
- class membership
- discriminant functions
- conditionally independent
- information preserving
- binary classification problems
- class probabilities
- decomposition method
- classification models
- decision rules
- benchmark datasets
- supervised learning
- decision trees