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Table 9 Classification accuracy on training and test set for the 5 genomic regions of polyomaviruses (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 [%]
LT 2 100 93.94
  4 100 92.93 ± 1.75
  6 100 93.18 ± 1.56
  8 100 93.94
  9 100 93.94
  11 100 93.94
  13 100 93.94
  15 100 93.94 ±1.50·10−14
  16 100 93.94
  18 100 93.94
  20 100 93.94 ±2.92·10−14
ST 3 100 93.75
  5 100 93.75
  8 100 93.75
  11 100 93.75
  12 100 93.75
  17 100 93.75
  20 100 93.75
VP1 2 100 90.32
  4 100 93.55
  6 100 93.55 ±2.97·10−14
  8 100 93.15 ± 1.45
  9 100 93.55
  11 100 92.38 ± 2.61
  12 100 93.55
  14 100 93.55
  17 100 93.55
  19 100 92.74 ± 2.20
  20 100 93.55
VP2 2 100 93.55
  4 100 93.55
  7 100 92.96 ± 1.31
  8 100 93.55
  10 100 93.55
  12 100 93.55
  13 100 93.55
  19 100 93.55
  20 100 93.55
VP3 2 100 93.33
  4 100 91.11 ± 1.92
  6 100 93.33
  8 100 93.33
  13 100 93.33
  15 100 93.33
  16 100 93.33
  17 100 93.33
  19 100 93.33
  1. Accuracy rates of extracted equivalent and non-dominated solutions with β≤20
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