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. 2018 Jun 25;6:e5134. doi: 10.7717/peerj.5134

Table 3. The SVM model precision of different C values (γ = 0.05556, ε = 0.1).

C Training error Test error
0.0001 8,812.675 8,834.564
0.001 8,768.452 8,806.329
0.01 8,363.176 8,532.467
0.1 5,831.012 6,661.826
1 1,4647.06 4,052.645
2 498.3551 3,900.983
3 215.0484 4,003.317
4 175.4402 4,116.998
5 147.7603 4,215.681
10 76.7374 4,756.99
100 71.55703 4,792.467