Comparative Assessment of Improved SVM Method under Different Kernel Functions for Predicting Multi-scale Drought Index
Chaitanya B. Pande, Nand Lal Kushwaha, Israel R. Orimoloye, Rohitashw Kumar, Hazem Ghassan Abdo, Abebe Debele Tolche, Ahmed Elbeltagi
Topics & Concepts
Support vector machineMean squared errorKernel (algebra)MathematicsRadial basis functionRadial basis function kernelStatisticsArtificial intelligenceMean absolute errorMachine learningPolynomial kernelCorrelation coefficientCoefficient of determinationComputer sciencePattern recognition (psychology)Kernel methodArtificial neural networkCombinatoricsHydrology and Drought AnalysisHydrological Forecasting Using AIClimate variability and models