# of input | Model | Mean (mm) | Standard Dev. (mm) | Skewness (mm) | Curtosis (mm) | Max. (mm) | Min. (mm) | ||||||
Train | Test | Train | Test | Train | Test | Train | Test | Train | Test | Train | Test | ||
6 | Observed | 6.14 | 5.52 | 3.28 | 2.88 | 0.11 | 0.02 | −0.75 | −0.98 | 19.00 | 13.00 | 0.00 | 0.00 |
Penman | 6.68 | 6.22 | 2.76 | 2.56 | −0.21 | −0.22 | −0.96 | −0.99 | 12.63 | 11.40 | 0.73 | 0.74 | |
LMANN | 6.12 | 5.59 | 2.72 | 2.57 | −0.10 | 0.00 | −1.22 | −1.21 | 10.91 | 10.36 | 0.47 | 0.59 | |
RTANN | 6.14 | 5.66 | 2.71 | 2.61 | −0.04 | 0.02 | −1.29 | −1.33 | 11.33 | 10.67 | 1.34 | 1.27 | |
GRSA | 6.18 | 5.99 | 2.58 | 2.50 | −0.21 | −0.25 | −1.26 | −1.23 | 10.32 | 9.90 | 0.96 | 1.04 | |
3 | Observed | 6.14 | 5.52 | 3.28 | 2.88 | 0.11 | 0.02 | −0.75 | −0.98 | 19.00 | 13.00 | 0.00 | 0.00 |
LMANN | 6.04 | 5.68 | 2.61 | 2.55 | −0.07 | 0.00 | −1.29 | −1.31 | 10.54 | 10.20 | 1.02 | 1.07 | |
RTANN | 6.14 | 5.79 | 2.71 | 2.64 | −0.10 | −0.06 | −1.20 | −1.25 | 11.43 | 10.70 | 0.91 | 0.93 | |
GRSA | 6.18 | 5.81 | 2.56 | 2.47 | −0.19 | −0.15 | −1.25 | −1.28 | 10.49 | 9.83 | 1.10 | 1.29 |