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Table 7 Classification accuracy on training and test set for the 3 genomic regions of Influenza viruses (mean ± standard deviation computed on all solutions)

From: MISSEL: a method to identify a large number of small species-specific genomic subsequences and its application to viruses classification

Genomic region β Train [%] Test [%]
HA 2 95.44 ± 17.14 95.46 ± 17.05
  3 99.99 ± 0.06 99.98 ± 0.08
  4 99.99 ± 0.11 99.96 ± 0.15
  5 100 ± 0.06 99.98 ± 0.09
  6 100 99.99 ± 0.04
  7 100 99.99 ± 0.04
  8 100 99.98 ± 0.05
  9 100 99.98 ± 0.06
  10 100 99.98 ± 0.07
NA 2 100 ± 0.01 99.98 ± 0.02
  3 99.98 ± 0.11 99.96 ± 0.13
  4 100 99.99 ± 0.02
  5 100 99.99 ± 0.02
  6 100 99.99 ± 0.02
  7 100 99.99 ± 0.03
  8 100 99.99 ± 0.03
  9 100 99.99 ± 0.02
  10 100 100 ± 0.01
MP 2 56.72 ± 29.09 56.41 ± 28.95
  3 84.59 ± 5.75 83.94 ± 5.48
  5 38.46 ± 2.44 38.39 ± 2.54
  8 71.15 ± 40.04 71.24 ± 40.10
  9 81.01 80.96
  12 81.51 80.72
  19 91.66 91.14
  1. Accuracy rates of extracted equivalent and non-dominated solutions with β≤10
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