Multi-sphere classification algorithm based on 1-SVM

@article{Hongbo2012MultisphereCA,
  title={Multi-sphere classification algorithm based on 1-SVM},
  author={Wang Hongbo and Zhao Guangzhou and Qu Yilong and Qi Donglian},
  journal={Proceedings of the 31st Chinese Control Conference},
  year={2012},
  pages={3989-3995}
}
The multi-sphere 1-SVM classifier(MSVDD) is proposed by expending the 1-SVM to multi-class model. When classifying, in order to ensure that boundaries are obtained using 1-SVM tight enough for characterizing all classes in a given data set, introduce implicitly decomposition tactics, and propose MSVDD method in two different mathematical formulations in… CONTINUE READING