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Table 5 Comparison of SVM and neural network on testing data

From: Feature selection for gene prediction in metagenomic fragments

  SVM Neural network
Genomes Sp Sn H.M. Sp Sn H.M
A. fulgidus 96.46 87.26 91.61 95.60 82.09 88.33
M. jannaschii 97.29 94.58 95.91 97.21 93.30 95.21
N. pharaonis 97.37 82.71 89.44 96.10 77.27 85.66
B. aphidicola 97.94 93.28 95.56 98.11 92.16 95.04
C. jeikeium 97.31 88.64 92.77 97.15 84.84 90.58
C. tepidum 95.93 80.84 87.74 94.71 75.99 84.32
H. pylori 97.67 92.09 94.80 97.45 91.28 94.26
P. marinus 98.58 87.65 92.79 98.71 85.22 91.47
W. endosymbiont 88.10 89.66 88.87 88.69 87.04 87.86
B. pseudomallei 97.56 85.83 91.32 97.95 81.43 88.93
P. aeruginosa 97.64 88.88 93.05 97.70 86.90 91.98
Average 96.53 88.31 92.17 96.31 85.23 90.33