Table 2 Evaluation of the corresponding standard deviations of the five different predictions done by the 5 GNNs and information on the suggested quality and reliability of the predictions
Range of SD* | n | rmse | Max. error | Suggestion |
|---|---|---|---|---|
0–0.1 | 38 | 0.436 | 1.50 | High quality/reliability |
0.1–0.2 | 309 | 0.559 | 2.79 | Good quality/reliability |
0.2–0.3 | 317 | 0.593 | 3.23 | Good quality/reliability |
0.3–0.4 | 171 | 0.748 | 2.58 | Moderate quality/reliability |
0.4–0.5 | 91 | 0.867 | 2.72 | Moderate quality/reliability |
> 0.5 | 54 | 0.929 | 3.32 | Low quality/reliability |