Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction

► Role of three input selection is evaluated on SVM performance for prediction of monthly stream flow. ► Comparison among the developed SVM and ANN models is carried out. ► A new statistic is introduced to evaluate the performance of intelligent models. In the research, the role of three input selec...

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