Research Article
Hybridized Extreme Learning Machine Model with Salp Swarm Algorithm: A Novel Predictive Model for Hydrological Application
Table 1
Descriptive statistics for the mean monthly river flow for the Tigris river at Baghdad (Iraq) (1991–2010) [
33].
| Partition | Time period | No. records | Q (m3·s−1) | Mean | St. dev. | Median | Minimum | Maximum |
| Training | Jun. 1991–Dec. 2007 | 187 | 780.099 | 379.712 | 674.700 | 298.100 | 2651.000 | Testing | Jan. 2007–Dec. 2010 | 48 | 489.879 | 136.746 | 445.900 | 331.400 | 936.400 | Complete | Jun. 1991–Dec. 2010 | 235 | 720.820 | 363.469 | 636.900 | 298.100 | 2651.000 |
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