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
| 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) |