KS(conf): A Light-Weight Test if a Multiclass Classifier Operates Outside of Its Specifications.
Rémy SunChristoph H. LampertPublished in: Int. J. Comput. Vis. (2020)
Keyphrases
- multi class
- lightweight
- multiclass classification
- multi class classifier
- binary classifiers
- linear classifiers
- support vector machine
- class probabilities
- error correcting output codes
- cost sensitive classification
- multiclass problems
- feature selection
- binary classification problems
- binary classification
- single class
- test data
- cost sensitive
- pairwise
- generalized discriminant analysis
- multiple classes
- multi class classification
- svm classifier
- wireless sensor networks
- training data
- decision trees
- perceptron algorithm
- multiclass learning
- multiclass support vector machines
- multi class problems
- multi label classification
- test cases
- feature space
- support vector
- cost sensitive learning
- hyperplane
- learning algorithm
- neural network