Table 4.
Comparison of Prediction Results of BTAMDL 2 in Toxicity Prediction
LD50 | IGC50 | LC50 | LC50-DM | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
R2 | MAE | RMSE | R2 | MAE | RMSE | R2 | MAE | RMSE | R2 | MAE | RMSE | |
Estate 2 | 0.479 | 0.525 | 0.716 | 0.685 | 0.382 | 0.556 | 0.686 | 0.578 | 0.823 | 0.668 | 0.850 | 1.124 |
Estate 1 | 0.564 | 0.472 | 0.652 | 0.716 | 0.363 | 0.531 | 0.750 | 0.514 | 0.735 | 0.698 | 0.710 | 0.946 |
Daylight | 0.605 | 0.448 | 0.617 | 0.710 | 0.395 | 0.541 | 0.706 | 0.583 | 0.823 | 0.675 | 0.723 | 0.993 |
consensus | 0.638 | 0.428 | 0.580 | 0.793 | 0.321 | 0.447 | 0.778 | 0.477 | 0.694 | 0.741 | 0.682 | 0.934 |