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Finally in the SVR model, three different kernel functions linear, poly, rbf predictions are used for horizontal comparison to obtain a better prediction effect. The rbf kernel function is better, and ...

A novel regression model combining least squares support vector regression (LS-SVR) with multi-scale wavelet kernel and particle swarm optimization (PSO) was presented in this paper, and applied to ...