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. 2017 Mar 30;11:23. doi: 10.3389/fninf.2017.00023

Algorithm 1.

Evaluation procedure.

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Pi = {C, q1, q2, …, qNk} denotes the parameter set required by the multikernel SVM classifier. C stands for the trade-off parameter of the SVM algorithm (Equation 2) whereas qm, m = 1, 2, …, Nk is the weight of the kernel km (Equation 4). P gathers all Pi sets, i.e. all possible combinations of kernel weights and values for parameter C.