Class-Weighted Classification: Trade-offs and Robust Approaches.
Ziyu XuChen DanJustin KhimPradeep RavikumarPublished in: CoRR (2020)
Keyphrases
- trade off
- machine learning methods
- machine learning algorithms
- multi class classification
- pattern classification
- classification accuracy
- binary classification problems
- pattern recognition
- multiclass classification
- support vector
- decision trees
- class labels
- classification algorithm
- machine learning
- machine learning approaches
- classification scheme
- automatic classification
- class membership
- text classification
- support vector machine
- feature selection
- classification rules
- image classification
- supervised learning
- intra class
- nearest neighbour
- class specific
- feature space
- k nearest neighbour
- class probabilities
- preprocessing