Genetically designed multiple-kernels for improving the SVM performance

@inproceedings{Diosan2007GeneticallyDM,
  title={Genetically designed multiple-kernels for improving the SVM performance},
  author={Laura Diosan and Mihai Oltean and Alexandrina Rogozan and Jean-Pierre P{\'e}cuchet},
  booktitle={GECCO},
  year={2007}
}
Classical kernel-based classifiers only use a single kernel, butthe real world applications have emphasized the need to con-sider a combination of kernels also known as a multiple kernel in order to boost the performance. Our purpose isto automatically find the mathematical expression of a multiple kernel by evolutionary means. In order to achieve this… CONTINUE READING