Table 7. The f-score and calculated p-values by sign test for the test parts of the two datasets of the three improved and original methods.
Method | - | +NCT (%) | M+ | M- | p-value | |
---|---|---|---|---|---|---|
DrugBank | GC | 61.7 | 68.3 | 425 | 62 | 9.0e-53 |
ST | 47.1 | 53 | 395 | 65 | 3.6e-71 | |
LC | 63.4 | 68.4 | 480 | 73 | 3.3e-64 | |
MEDLINE | GC | 33.9 | 38.8 | 143 | 35 | 2.0e-23 |
ST | 18.4 | 21.5 | 129 | 38 | 2.3e-32 | |
LC | 42.3 | 28.2 | 153 | 34 | 3.4e-43 |