Category | Best AUC | Algorithm | ||||
---|---|---|---|---|---|---|
 |  | NB | IBk | SVM/L | SVM/RBF | Best of 4 |
AMH major classes | > 0.80 | 20 (100) | 19 (95) | 19 (95) | 20 (100) | 20 (100) |
 | > 0.90 | 15 (75) | 16 (80) | 16 (80) | 16 (80) | 19 (95) |
 | > 0.95 | 10 (50) | 12 (60) | 11 (55) | 11 (55) | 12 (60) |
AMH minor classes | > 0.80 | 98 (50) | 133 (68) | 130 (66) | 134 (68) | 135 (69) |
 | > 0.90 | 86 (44) | 121 (61) | 120 (61) | 117 (59) | 123 (62) |
 | > 0.95* | 73 (37) | 114 (58) | 102 (52) | 106 (54) | 114 (58) |
AMH adverse events | > 0.80 | 134 (56) | 145 (61) | 114 (48) | 119 (50) | 159 (67) |
 | > 0.90 | 65 (27) | 76 (32) | 56 (24) | 63 (26) | 86 (36) |
 | > 0.95 | 30 (13) | 38 (16) | 30 (13) | 35 (15) | 41 (17) |
PKIS perpetrator | > 0.80 | 3 (20) | 7 (47) | 3 (20) | 4 (27) | 7 (47) |
 | > 0.90 | 1 (7) | 4 (27) | 2 (13) | 3 (20) | 5 (33) |
 | > 0.95 | 0 (0) | 2 (13) | 2 (13) | 2 (13) | 2 (13) |
Narrow therapeutic index drugs | > 0.80 | 8 (57) | 9 (64) | 8 (57) | 8 (57) | 9 (64) |
 | > 0.90 | 7 (50) | 8 (57) | 5 (36) | 7 (50) | 8 (57) |
 | > 0.95 | 3 (21) | 5 (36) | 3 (21) | 2 (14) | 5 (36) |
Overall | > 0.80 | 263 (54) | 313 (65) | 274 (57) | 285 (59) | 330 (68) |
 | > 0.90 | 174 (36) | 225 (46) | 199 (41) | 206 (43) | 241 (50) |
 | > 0.95* | 116 (24) | 171 (35) | 148 (31) | 156 (32) | 174 (36) |