Label-Imbalanced and Group-Sensitive Classification under Overparameterization.
Ganesh Ramachandra KiniOrestis ParaskevasSamet OymakChristos ThrampoulidisPublished in: CoRR (2021)
Keyphrases
- class labels
- classification scheme
- classification accuracy
- pattern recognition
- feature extraction
- pattern classification
- feature vectors
- automatic classification
- class imbalance
- decision trees
- feature selection
- support vector machine
- classification algorithm
- text classification
- machine learning
- support vector machine svm
- neural network
- classification method
- benchmark datasets
- training samples
- model selection
- machine learning algorithms
- image classification
- supervised learning
- pairwise
- benchmark data sets
- class distribution
- training set
- preprocessing
- data sets
- decision boundary
- nearest neighbour