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Generalized Improved Second Order RBF Neural Network with Center Selection using OLS

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machine-learning matlab rbf-network rbf-kernel feature-selection levenberg-marquardt grid-search-hyperparameters optimization subset-selection rbfs

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Generalized Second Order Method For RBF Neural Networks and Center Selection From a Generated Subset Using OLS

27/12/2019 Radial Basis Function Network with Center Selection using OLS (Orthogonal Least Squares) method. This algorithm generates centers and widths for RBFs and then orders RBFs from highest energy to lowest. After selecting RBFs with highest energy then it optimize weights and other parameters using Levenberg-Marquardt Method.

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