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].

PartitionTime periodNo. recordsQ (m3·s−1)
MeanSt. dev.MedianMinimumMaximum

TrainingJun. 1991–Dec. 2007187780.099379.712674.700298.1002651.000
TestingJan. 2007–Dec. 201048489.879136.746445.900331.400936.400
CompleteJun. 1991–Dec. 2010235720.820363.469636.900298.1002651.000