Orthogonal Least Squares Algorithm for RBF Networks
The code implements the algorithm as given in Chen et. al 1991.It takes max tolerance from the user.It selects Ms significant regressors from the total M regressors.
Unfortunately, the error obtained after training the RBF network isn't as expected. Is there a mistake in my code???
Please feel free to modify this code and mail me your suggestions on anshuman0387[at]yahoo[dot]com.
Any help in this regard would be greatly appreciated
Cite As
Anshuman Gupta (2024). Orthogonal Least Squares Algorithm for RBF Networks (https://www.mathworks.com/matlabcentral/fileexchange/23442-orthogonal-least-squares-algorithm-for-rbf-networks), MATLAB Central File Exchange. Retrieved .
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- AI, Data Science, and Statistics > Deep Learning Toolbox > Function Approximation, Clustering, and Control > Function Approximation and Clustering > Define Shallow Neural Network Architectures >
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Inspired by: Function Approximation Using Neural Network Without using Toolbox
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1.0.0.0 |