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Table 2 Average accuracy, precision and recall (standard deviations in parantheses) of the 100 OneR (1R), JRip (JR) on PART (PT) models learned independently from the two-class and three-class MIV, IV, BALB/C, C57BL/6, H1N1, H3N2 and H5N1 datasets containing the concatenated alignments of all IAV proteins

From: Rule-based meta-analysis reveals the major role of PB2 in influencing influenza A virus virulence in mice

  Accuracy (%) Precision (%) Recall (%)
1R JR PT 1R JR PT 1R JR PT
Two-class datasets
 MIV 58.6
(3.6)
58.8
(5.9)
71.8
(3.8)
59.1
(3.8)
59.9
(6.8)
72.2
(3.8)
58.6
(3.6)
58.8
(5.9)
71.8
(3.8)
 IV 55.2
(4.0)
60.4
(6.1)
72.4
(4.0)
55.8
(4.4)
61.2
(6.5)
72.8
(4.1)
55.2
(4.0)
60.4
(6.1)
72.4
(4.0)
 BALB/C 54.6
(3.8)
57.5
(5.5)
70.6
(4.8)
55.1
(4.3)
58.3
(6.4)
71.0
(4.9)
54.6
(3.8)
57.5
(5.5)
70.6
(4.8)
 C57BL/6 70.7
(7.9)
73.4
(7.4)
74.3
(7.1)
72.6
(8.6)
75.0
(7.5)
75.4
(7.1)
70.7
(7.9)
73.4
(7.4)
74.3
(7.1)
 H1N1 58.7
(6.0)
59.2
(6.3)
65.0
(7.5)
61.8
(8.0)
61.9
(8.1)
65.8
(7.6)
58.7
(6.0)
59.2
(6.3)
65.0
(7.5)
 H3N2 72.1
(9.2)
80.7
(11.5)
84.4
(8.4)
79.4
(8.8)
84.1
(9.7)
86.5
(7.4)
72.1
(9.2)
80.7
(11.5)
84.4
(8.4)
 H5N1 57.3
(6.4)
64.9
(8.1)
72.4
(6.9)
62.1
(10.6)
67.2
(8.8)
73.3
(7.3)
57.3
(6.4)
64.9
(8.1)
72.4
(6.9)
Three-class datasets
 MIV 45.7
(2.6)
44.5
(3.4)
60.2
(3.0)
46.6
(3.1)
52.8
(5.3)
60.3
(2.9)
45.7
(2.6)
44.5
(3.4)
60.2
(3.0)
 IV 42.1
(3.2)
42.5
(3.3)
56.3
(3.5)
43.4
(4.4)
47.9
(6.5)
56.6
(3.5)
42.1
(3.2)
42.5
(3.3)
56.3
(3.5)
 BALB/C 39.8
(3.5)
42.1
(4.2)
55.4
(3.5)
40.7
(4.8)
49.1
(6.9)
55.5
(3.5)
39.8
(3.5)
42.1
(4.2)
55.4
(3.5)
 C57BL/6 60.4
(5.8)
61.9
(7.2)
66.6
(7.5)
65.6
(7.6)
66.3
(7.1)
68.6
(7.8)
60.4
(5.8)
61.9
(7.2)
66.6
(7.5)
 H1N1 43.3
(5.0)
44.0
(7.1)
54.6
(6.6)
48.4
(8.2)
50.3
(9.7)
55.5
(7.0)
43.3
(5.0)
44.0
(7.1)
54.6
(6.6)
 H3N2 47.9
(8.9)
43.0
(9.5)
60.9
(11.7)
61.4
(17.1)
59.3
(14.6)
64.4
(13.6)
47.9
(8.9)
43.0
(9.5)
60.9
(11.7)
 H5N1 38.0
(5.8)
42.1
(6.9)
54.0
(7.5)
39.7
(8.6)
47.6
(10.6)
55.1
(7.8)
38.0
(5.8)
42.1
(6.9)
54.0
(7.5)