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. Author manuscript; available in PMC: 2018 May 1.
Published in final edited form as: IEEE Trans Biomed Eng. 2016 Jun 29;64(5):1011–1022. doi: 10.1109/TBME.2016.2586475

TABLE VI.

Cross-validation training errors (%) and selected tuning parameters for Dog-L4 data set using RBF SVM.

Exp Linear RBF
FP FN C FP FN C γ
1 0.37 22.7 105 0.06 1.67 106 24
2 0.44 20.7 105 0.06 0.74 106 24
3 0.45 23.8 105 0.03 0.74 106 26
4 0.45 22.5 105 0.12 1.39 106 24
5 0.47 21.9 105 0.01 0.09 106 26
6 0.54 20.5 105 0.30 8.24 106 2−4
7 0.37 11.3 105 0.03 0.83 106 22