Table 20.
Evaluation parameters for the U.S. EPA category predictions for the curated in vivo data set.
Step 1: End point | Step 2: WoE | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
I | II | III | IV | Overall | I | II | III | IV | Overall | |
BA | 0.84 | 0.81 | 0.79 | 0.67 | 0.78 | 0.93 | 0.79 | 0.79 | 0.67 | 0.80 |
Sn | 0.70 | 0.76 | 0.84 | 0.36 | 0.66 | 0.88 | 0.72 | 0.84 | 0.36 | 0.70 |
Sp | 0.99 | 0.86 | 0.75 | 0.98 | 0.89 | 0.99 | 0.87 | 0.75 | 0.98 | 0.90 |
Note: Corresponding confusion matrices available in Supplemental Material 9. BA, balanced accuracy; EPA, U.S. Environmental Protection Agency; Sn, sensitivity or true negative rate; Sp, specificity or true positive rate; WoE, weight of evidence.