AutoBalance: Optimized Loss Functions for Imbalanced Data.
Mingchen LiXuechen ZhangChristos ThrampoulidisJiasi ChenSamet OymakPublished in: CoRR (2022)
Keyphrases
- loss function
- imbalanced data
- pairwise
- linear regression
- support vector
- class distribution
- logistic regression
- ensemble methods
- support vector machine
- learning models
- class imbalance
- base learners
- sampling methods
- svm classifier
- minority class
- random forest
- classification models
- feature selection
- ensemble learning
- decision boundary
- ensemble classifier
- data sets
- training set
- feature extraction