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. 2020 Feb 6;15(2):e0228422. doi: 10.1371/journal.pone.0228422

Table 4. SVM with RBF kernel using 6 features.

c–value Gamma γ Training accuracy (%) Testing accuracy (%)
0.5 0.1 85.89 81.16
0.7 87.13 81.15
0.9 87.55 82.60
1 87.96 82.60
2 89.21 82.60
5 89.62 81.15
7 90.04 82.60
0.9 0.1 87.55 82.60
0.2 88.38 81.15
0.3 89.62 81.15
0.5 90.87 78.26
0.6 91.28 76.81
0.9 93.36 76.81