On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data.
Tina BehniaGanesh Ramachandra KiniVala VakilianChristos ThrampoulidisPublished in: CoRR (2023)
Keyphrases
- cross entropy
- imbalanced data
- log likelihood
- maximum likelihood
- class distribution
- linear regression
- sampling methods
- support vector machine
- ensemble methods
- class labels
- classification models
- class imbalance
- multi label
- language modeling
- feature selection
- evaluation metrics
- density estimation
- error function
- input space
- information retrieval
- text categorization
- language model
- training set
- support vector
- minority class