Generalization capacity of multi-class SVM based on Markovian resampling.
Zijie DongChen XuJie XuBin ZouJingjing ZengYuan Yan TangPublished in: Pattern Recognit. (2023)
Keyphrases
- multi class
- support vector machine
- multi class classification
- support vector
- large margin classifiers
- pairwise
- multiclass classification
- multi class classifier
- object detection
- multiple classes
- learning machines
- binary classification
- image processing
- error correcting output codes
- multiclass problems
- binary classifiers
- linear classifiers
- cost sensitive
- svm classifier
- support vector machine svm
- base classifiers
- kernel function
- active learning
- training set
- feature selection
- multi task
- binary classification problems
- perceptron algorithm
- generalization bounds
- multi class svm
- multi class classifiers
- multi class object detection