Pairwise Costs in Multiclass Perceptrons.
Sarunas RaudysAistis RaudysPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2010)
Keyphrases
- multi class
- pairwise
- cost sensitive
- multi class classification
- multiclass classification
- misclassification costs
- linear classifiers
- perceptron algorithm
- total cost
- binary classification
- multiclass problems
- support vector machine
- multiple classes
- loss function
- binary classifiers
- binary classification problems
- cost sensitive learning
- multiclass support vector machines
- multi class classifier
- markov random field
- training set
- similarity measure
- hidden layer
- base classifiers
- learning tasks
- semi supervised
- multi class problems
- error correcting output codes
- multiclass learning
- feature selection