Table 2. Performance of the poc60 Model in Predicting New OR–Odorant Pairsa.
| initial test odorants |
additional test odorants |
||||||
|---|---|---|---|---|---|---|---|
| metricsb | acetophenone | R-carvone | coumarin | 4-chromanone | citral | nonanal | nonanoic acid |
| MCC | 0.47 | 0.45 | 0.43 | 0.48 | 0.24 | 0.48 | 0.40 |
| hit rate (precision) | 0.39 | 0.6 | 0.58 | 0.6 | 0.50 | 0.50 | 0.25 |
| recall (sensitivity) | 0.78 | 0.46 | 0.47 | 0.5 | 0.25 | 0.67 | 1.00 |
| F1 score | 0.52 | 0.52 | 0.52 | 0.55 | 0.33 | 0.57 | 0.40 |
| specificity | 0.85 | 0.94 | 0.92 | 0.94 | 0.93 | 0.88 | 0.65 |
| AUC | 0.84 | 0.72 | 0.72 | 0.74 | 0.58 | 0.66 | 0.74 |
| true positives | 7 | 6 | 7 | 6 | 1 | 2 | 2 |
| true negatives | 60 | 63 | 60 | 64 | 14 | 14 | 11 |
| false positives | 11 | 4 | 5 | 4 | 1 | 2 | 6 |
| false negatives | 2 | 7 | 8 | 6 | 3 | 1 | 0 |
See Data File S2C for the raw data.
See the Methods section in the SI for the definitions.