Table 7.
Chance correlation control by Y-scrambling procedure results. Mean, standard deviation (St Dev), maximum (max) and minimum (min) values for AccuracyY-S, MCCY-S, Precision-RecallY-S and ROC-AUCY-S ROC-AUC coefficients for cross-validated 100 runs. Values refer to RP62A/inhibition, O-47/inhibition, 6538P/activation and 259237/activation optimized models at 3.125 mg/mL.
| Type of Model | Strain | Coefficient | Mean | St Dev | Max | Min |
|---|---|---|---|---|---|---|
| Biofilm Inhibition Models | RP62A | AccuracyY-S | 0.500 | 0.079 | 0.644 | 0.219 |
| MCCY-S | 0.000 | 0.159 | 0.290 | −0.567 | ||
| Precision-RecallY-S | 0.496 | 0.063 | 0.643 | 0.353 | ||
| ROC-AUCY-S | 0.459 | 0.094 | 0.627 | 0.198 | ||
| O-47 | AccuracyY-S | 0.494 | 0.081 | 0.665 | 0.286 | |
| MCCY-S | −0.011 | 0.164 | 0.342 | −0.429 | ||
| Precision-RecallY-S | 0.506 | 0.068 | 0.668 | 0.377 | ||
| ROC-AUCY-S | 0.474 | 0.089 | 0.645 | 0.241 | ||
| Biofilm Activation Models | 6538P | AccuracyY-S | 0.492 | 0.082 | 0.637 | 0.249 |
| MCCY-S | −0.017 | 0.169 | 0.275 | −0.522 | ||
| Precision-RecallY-S | 0.507 | 0.071 | 0.661 | 0.347 | ||
| ROC-AUCY-S | 0.470 | 0.100 | 0.644 | 0.166 | ||
| 25923 | AccuracyY-S | 0.508 | 0.083 | 0.680 | 0.292 | |
| MCCY-S | 0.013 | 0.170 | 0.361 | −0.433 | ||
| Precision-RecallY-S | 0.524 | 0.071 | 0.746 | 0.355 | ||
| ROC-AUCY-S | 0.490 | 0.102 | 0.675 | 0.179 |