LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm.
Ziyu LiuGuolin KeJiang BianTie-Yan LiuPublished in: CoRR (2019)
Keyphrases
- multi class
- decomposition algorithm
- support vector machine
- multiclass classification
- pairwise
- cost sensitive
- multiclass problems
- multiple classes
- binary classification
- decomposition method
- multiclass support vector machines
- multiclass learning
- working set
- error correcting output codes
- binary classifiers
- feature selection
- perceptron algorithm
- binary classification problems
- cost sensitive classification
- base classifiers
- data sets