Stop Overcomplicating Selective Classification: Use Max-Logit.
Leo FengMohamed Osama AhmedHossein HajimirsadeghiAmir H. AbdiPublished in: CoRR (2022)
Keyphrases
- classification accuracy
- pattern recognition
- automatic classification
- support vector
- machine learning
- decision trees
- preprocessing
- classification method
- classification process
- support vector machine
- support vector machine svm
- feature space
- feature extraction
- learning vector quantization
- supervised classification
- pattern classification
- decision rules
- automated classification
- image classification
- pairwise
- text classification
- recognition rate
- classification models
- feature vectors
- classification scheme
- classification systems
- clustering algorithm
- feature selection
- data sets