Sequential Minimal Optimization

The value yi is +1 for the positive examples in a class and –1 for the negative examples. ... joint optimization. Now, evaluating the kernel function K is time consuming, so SMO approximates the step size by the absolute value of the numerator in equation : . ... as its QP solver, as suggested by Burges [4]. In order to ensure that the ... ................
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