TABLE 5.
Minimal assay batteries containing a subset model meeting the minimal criteria for antagonism, which also contains the best-performing agonist subset model.
| Assay battery | Model | Percentage (%) | ||||
|---|---|---|---|---|---|---|
| Antagonists | Agonists | |||||
| Antagonist | Agonist | Sensitivity | Specificity | Sensitivity | Specificity | |
| 5 assays | 5 assays A00001000001111 | 2 assays A00000000001001 | >95 | >93 | 64.30 | 92.60 |
| 6 assays | 6 assays A00001011000111 | 3 assays A00001011000000 | >95 | >93 | 71.40 | 98.90 |
| 7 assays | 7 assays A00001011001111 | 5 assays A00001011001001 | >95 | >93 | 71.40 | 99.00 |
| 8 assays | 8 assays A00101010101111 | 7 assays A00101010101101 | >95 | >95 | 85 | 99 |
| 9 assays | 9 assays A00101011101111 | 6 assays A00101011101000 | >95 | >95 | 96 | 97.70 |