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Table 2
Model validation. Compared indicators of the model's behavior in predicting different datasets. Slope of the linear relation between the model and the dataset, p-value for the null Hypothesis of slope = 1, and Mean Absolute Error of the model compared to the validation dataset.
| Model | All Treatm ents | 100% ETc | 70% ETc | 50-100% ETc | 35-100% ETc | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| yxmd= -3.280 + 0.360*In (gs) | Ψxmd= -3.532 + 0.398*/In (gs) | Ψxmd= -3.258 + 0.348*/ In (gs) | Ψxmd=-3.304 + 0.3 74*/ In (gs) | Ψxmd= -4.451 + 0.575113*/ In (gs) | |||||||||||
| Validation Data set (2020) | Slope | P-Val | MAE | Slope | P-Val | MAE | Slope | P-Val | MAE | Slope | P-Val | MAE | Slope | P-Val | MAE |
| 100% ETc | 0,98 | 0,658 | 0,07 | 0,98 | 0,513 | 0,07 | 0,93 | 0,094 | 0,07 | 1,05 | 0,223 | 0,07 | 1,22 | *o.oo: | 0,06 |
| 70% ETc | 1,01 | 0,621 | 0,08 | 0,99 | 0,766 | 0,08 | 0,97 | 0,406 | 0,08 | 1,07 | *0.06( | 0,08 | 1,09 | *0.02: | 0,06 |
| 50-100%ETc | 0,96 | 0,168 | 0,08 | 0,92 | *0.021 | 0,08 | 0,93 | *0.031 | 0,08 | 0,99 | 0,806 | 0,08 | 0,93 | *0.04( | 0,08 |
| 35-100%ETc | 1,00 | 0,912 | 0,12 | 0,96 | 0,331 | 0,12 | 0,97 | 0,381 | 0,12 | 1,03 | 0,435 | 0,12 | 0,97 | 0,489 | 0,13 |
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