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

Table 5. The SVM model precision of different ε values (C = 1, γ = 0.05556).

ε Training error Test error
0.0001 1,388.189 3,985.145
0.001 1,388.479 3,986.231
0.01 1,392.287 3,993.167
0.05 1,412.391 4,027.2
0.08 1,440.697 4,051.417
0.09 1,452.264 4,052.576
0.1 1,464.717 4,052.645
0.2 1,539.904 4,060.86
0.3 1,709.969 4,153.16
0.4 1,965.82 4,346.04
0.5 2,361.972 4,643.752
1 5,522.041 7,408.229