TABLE 7.
Evaluation of the data-driven relation learning systems for pharmacokinetics extraction.
| Evaluation metrics | |||
|---|---|---|---|
| Pharmacokinetics data/system | SSE | RMSE | sMAPE |
| Intracellular paclitaxel | |||
| Cook et al. | 0.6234 | 0.2812 | 0.1487 |
| Weber et al. | 0.7212 | 0.3689 | 0.1794 |
| Mandal et al. | 0.6743 | 0.3046 | 0.1602 |
| Champion et al. | 0.6539 | 0.2607 | 0.1500 |
| Our system | 0.5960 | 0.2141 | 0.1403 |
| Extracellular paclitaxel | |||
| Cook et al. | 0.5676 | 0.2341 | 0.1213 |
| Weber et al. | 0.6674 | 0.2891 | 0.1289 |
| Mandal et al. | 0.6128 | 0.2974 | 0.1366 |
| Champion et al. | 0.5790 | 0.2633 | 0.1156 |
| Our system | 0.5484 | 0.2054 | 0.1068 |