From: SAR and QSAR modeling of a large collection of LD50 rat acute oral toxicity data
 | Model | SEN | SPE | MCC | BA | #AD | %AD |
---|---|---|---|---|---|---|---|
nT | BRF | 0.830 | 0.848 | 0.674 | 0.839 | 2100 | 0.728 |
aiQSAR | 0.723 | 0.829 | 0.556 | 0.776 | 2567 | 0.890 | |
SARpy | 0.772 | 0.724 | 0.492 | 0.748 | 2488 | 0.863 | |
GLM | 0.779 | 0.650 | 0.425 | 0.714 | 2884 | 1.000 | |
vT | BRF | 0.856 | 0.903 | 0.585 | 0.880 | 2103 | 0.728 |
aiQSAR | 0.682 | 0.963 | 0.619 | 0.822 | 2572 | 0.891 | |
SARpy | 0.710 | 0.896 | 0.467 | 0.803 | 2613 | 0.905 | |
EPA | BRF | 0.614 | 0.851 | 0.405 | 0.733 | 2301 | 0.805 |
aiQSAR | 0.603 | 0.857 | 0.450 | 0.730 | 2547 | 0.891 | |
HPT-RF | 0.616 | 0.860 | 0.462 | 0.738 | 2180 | 0.763 | |
GHS | BRF | 0.539 | 0.872 | 0.342 | 0.705 | 1410 | 0.490 |
aiQSAR | 0.568 | 0.895 | 0.469 | 0.731 | 1475 | 0.512 | |
HPT-RF | 0.569 | 0.897 | 0.476 | 0.733 | 1291 | 0.448 |