Table 3.
Statistical characteristics of LLNA results vs. external QSAR predictions (5-fold external cross-validation) for predicting human skin sensitization.
Model | CCR | Sensitivity | PPV | Specificity | NPV | Coverage |
---|---|---|---|---|---|---|
QSAR model | 0.71 | 0.65 | 0.79 | 0.76 | 0.61 | 1.00 |
LLNA result | 0.63 | 0.83 | 0.67 | 0.43 | 0.65 | 1.00 |
| ||||||
Combined (QSAR + LLNA) | 0.82 | 0.88 | 0.90 | 0.76 | 0.72 | 0.52 |