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Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single numeric value. The demo uses stochastic gradient descent, one of two ...

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Duan, K., Keerthi, S.S. and Poo, A.N. (2003) Evaluation of Simple Performance Measures for Tuning SVM Hyperparameters. Neurocomputing, 51, 41-59.