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    • Towards understanding the influence of SVM hyperparameters 

      van Heerden, Charl J.; Barnard, Etienne (Pattern Recognition Association of South Africa and Mechatronics International Conference, 2010)
      We investigate the relationship between SVM hyperparameters for linear and RBF kernels and classification accuracy. The process of finding SVM hyperparameters usually involves a gridsearch, which is both time-consuming ...