Large Scale Online Kernel Classification.
Steven C. H. HoiJialei WangPeilin ZhaoJinfeng ZhuangZhiyong LiuPublished in: IJCAI (2013)
Keyphrases
- support vector
- feature space
- classification algorithm
- pattern recognition
- classification accuracy
- feature extraction
- feature selection
- online learning
- image classification
- classification method
- classification scheme
- pattern classification
- small scale
- machine learning
- classification process
- tree kernels
- hierarchical text classification
- real time
- training samples
- feature vectors
- automatic classification
- class separability
- decision trees
- object classification
- support vector machine svm
- classification models
- supervised learning
- kernel function
- training set
- preprocessing
- classification systems
- similarity measure
- svm classification
- string kernels
- cross validation
- svm classifier