Open Problem: How fast can a multiclass test set be overfit?
Vitaly FeldmanRoy FrostigMoritz HardtPublished in: COLT (2019)
Keyphrases
- test set
- multi class
- error rate
- training set
- training and test data
- multiclass problems
- cost sensitive classification
- multi class classification
- support vector machine
- training data
- test data
- multiclass classification
- object detection
- multiple classes
- test cases
- perceptron algorithm
- binary classification
- evaluation methodology
- error correcting output codes
- feature selection
- multi task
- cost sensitive
- binary classifiers
- class distribution
- svm classifier
- image classification
- pairwise
- data sets
- multiclass support vector machines
- multiclass svm