Table 3.
Prediction for HPS4138 cells
| NT (13) | HT (15) | CT (13) | GT (6) | TT (7) | NGC (9) | |||
|---|---|---|---|---|---|---|---|---|
| Random | 24 h | Mean Accuracy (%) | 81.6 | 82.5 | 80.8 | 89.5 | 85.0 | 81.2 |
| SD | 3.49 | 3.82 | 4.89 | 2.95 | 4.49 | 5.65 | ||
| Mean AUC | 0.81 | 0.77 | 0.78 | 0.79 | 0.80 | 0.74 | ||
| SD | 0.06 | 0.08 | 0.07 | 0.08 | 0.10 | 0.11 | ||
| 48 h | Mean Accuracy (%) | 81.6 | 82.0 | 80.4 | 88.7 | 86.2 | 81.2 | |
| SD | 5.27 | 4.82 | 5.21 | 2.03 | 4.43 | 4.04 | ||
| Mean AUC | 0.77 | 0.81 | 0.8 | 0.84 | 0.77 | 0.77 | ||
| SD | 0.09 | 0.05 | 0.07 | 0.10 | 0.13 | 0.08 | ||
| GGM network coefficient | 24 h | Accuracy (%) | 87.5∗ | 87.5∗ | 79.2 | 87.5 | 79.2 | 91.7∗ |
| AUC | 0.90∗ | 0.85∗ | 0.81 | 0.84 | 0.71 | 0.82 | ||
| 48 h | Accuracy (%) | 91.7∗ | 83.3 | 79.2 | 95.8∗ | 83.3 | 83.3 | |
| AUC | 0.99∗ | 0.85 | 0.75 | 0.94∗ | 0.81 | 0.77 |
p < 0.05 and ∗p < 0.01 in one-sample t-test (one-sided).
NT, Neurotoxin; HT, Hepatotoxin; CT, Cardiotoxin; GT, Glomerular toxin (Nephrotoxin); TT, Tubular toxin (Nephrotoxin); NGC, Non-genotoxic carcinogen.
SD, Sample SD; AUC, Area Under the ROC Curve; GGM, Graphical Gaussian Model.