Dataset | Purpose | Validity | Efficiency | Accuracy | ||||||
---|---|---|---|---|---|---|---|---|---|---|
All | cl.1b | cl.0b | All | cl.1b | cl.0b | All | cl.1b | cl.0b | ||
ToxCast-AA | train model | 0.85 | 0.84 | 0.85 | 0.57 | 0.39 | 0.60 | 0.89 | 0.76 | 0.91 |
In-house-AA | validation I | 0.90 | 0.90 | 0.89 | 0.20 | 0.18 | 0.23 | 0.75 | 0.80 | 0.71 |
External-AA | validation II | 0.80 | 0.76 | 0.82 | 0.43 | 0.33 | 0.52 | 0.74 | 0.67 | 0.78 |