Table 1.
Validation statistics from the RF model for developmental toxicity
| Statistical parameters* | Fitting on the training set | Prediction on the test set |
|---|---|---|
| Accuracy | 100% | 84% |
| FP% | 0% | 41% |
| FN% | 0% | 5% |
| PPV | 100% | 85% |
| NPV | 100% | 83% |
| Sensitivity | 100% | 95% |
| Specificity | 100% | 59% |
* The definition of these parameters is in Table 3.