Research Article

A Novel Time Series Prediction Approach Based on a Hybridization of Least Squares Support Vector Regression and Swarm Intelligence

Table 2

Optimal tuning parameters of the FLSVRTSP.

ParameterNotationMackey-GlassWater flowExchange rate

Embedding dimension434
Regularization parameter 11.6632.53509.1
Kernel function parameter0.715.471.29