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. 2009 Jul 8;16(1):62. doi: 10.1186/1423-0127-16-62

Table 4.

HCV genotype prediction accuracy using an independent data set (result was reported for models built based on NS5B and E1 only)

Genotype E1 NS5B
SVM RF SVM RF

SN SP AC SN SP AC SN SP AC SN SP AC

1a 98.9 98.3 98.8 98.4 96.7 97.4 100 100 100 100 100 100

1b 94.8 99.7 98.8 100 99.7 98.2 99.4 100 99.8 99.4 99.3 99.3

2a 100 100 100 100 100 100 100 100 100 75 100 99.8

2b 100 100 100 100 100 100 100 100 100 100 100 100

2c 100 100 100 55.6 99.8 99 100 100 100 93.3 100 99.8

3a 100 100 100 100 100 100 100 99.8 99.8 100 99.8 99.9

3b 100 100 100 100 100 100 100 100 100 100 100 100

4 100 99.8 99.8 90.4 100 99 100 100 100 100 100 100

5 100 100 100 100 100 100 96.3 100 99.8 96.3 100 99.8

6 100 100 100 84.6 100 98.4 100 99.8 99.8 80 100 99.8