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
| Â | 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) |