How do multiple kernel functions in machine learning algorithms improve precision in flood probability mapping?
Muhammad Aslam Baig, Donghong Xiong, Mahfuzur Rahman, Md. Monirul Islam, Ahmed Elbeltagi, Belayneh Yigez, Dil Kumar, Muhammad Tayab, Ashraf Dewan
Topics & Concepts
Support vector machineFlood mythMean squared errorKrigingAlgorithmStatisticsMathematicsKernel (algebra)Machine learningPolynomial kernelRadial basis functionComputer scienceArtificial intelligenceKernel methodGeographyArtificial neural networkArchaeologyCombinatoricsFlood Risk Assessment and ManagementHydrology and Watershed Management StudiesHydrology and Drought Analysis