Selective Classification via One-Sided Prediction.
Aditya GangradeAnil KagVenkatesh SaligramaPublished in: AISTATS (2021)
Keyphrases
- pattern recognition
- classification accuracy
- text classification
- classification scheme
- decision rules
- machine learning
- classification systems
- support vector
- prediction model
- classification algorithm
- prediction accuracy
- automatic classification
- cross validation
- feature space
- least squares support vector machine
- benchmark data sets
- preprocessing
- support vector machine
- pattern classification
- classification method
- feature selection
- multi layer perceptron
- object classification
- class labels
- classification process
- prediction algorithm
- predictive modeling
- neural networks and support vector machines
- nearest neighbour algorithm
- classification models
- training samples
- image classification
- supervised learning
- nearest neighbor
- feature vectors
- pairwise
- training set
- decision trees
- genetic algorithm