Statistic | Equation | Range | Unit | Best value |
---|---|---|---|---|
Pearson Correlation Coefficient (r) | \({\text{r}}_{ = } \frac{{\mathop \sum \nolimits_{{{\text{i}} = 1}}^{\text{n}} ({\text{Gi}} - {\bar{\text{G}}})\left( {{\text{Si}} - {\bar{\text{S}}}} \right)}}{{ \sqrt {\mathop \sum \nolimits_{{{\text{i}} = 1}}^{\text{n}} ({\text{Gi}} - {\bar{\text{G}}})^{2} \mathop \sum \nolimits_{{{\text{i}} = 1}}^{\text{n}} ({\text{Si}} - {\bar{\text{S}}})^{2} } }}\) | ââ1 to 1 | None | 1 |
NashâSutcliff efficacy Coefficient (NSE) | \({\text{NSE}} = 1 - \frac{{\mathop \sum \nolimits_{{{\text{i}} = 1}}^{\text{n}} ({\text{Gi}} - {\text{Si}})^{2} }}{{\mathop \sum \nolimits_{{{\text{i}} = 1}}^{\text{n}} ({\text{Gi}} - {\bar{\text{G}}})^{2} }}\) | âââ to 1 | None | 1 |
Root Mean Square Error (RMSE) | \({\text{RMSE}} = \frac{{\sqrt {\mathop \sum \nolimits_{i = 1}^{n} \left( {Si - Gi} \right)^{2} } }}{n}\) | 0 to â | mm | 0 |
Mean Absolute Error (MAE) | \({\text{MAE}} = \frac{1}{n}\mathop \sum \limits_{i = 1}^{n} |Si - Gi|\) | 0 to â | mm | 0 |
Mean Bias Error (MBE) | \({\text{MBE}} = \frac{1}{n}\mathop \sum \limits_{i = 1}^{n} \left( {Si - Gi} \right)\) | âââ to â | mm | 0 |