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Table 2 The kernel functions that were tried for the MEL-DSP data classification

From: Characterization of digital medical images utilizing support vector machines

Kernel functions Support vectors Misclassifications
Linear 5 10
First order polynomial 6 10
Second order polynomial 11 10
Gaussian RBF, sigma = 1 15 1
Gaussian RBF, sigma = 2 12 2
Gaussian RBF, sigma = 3 8 2
Gaussian RBF, sigma = 4 7 1