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Performance comparison between the conventional GLM method and the SVM approach. The reported values are percentage of average prediction errors (RMSE %) calculated based on a LOOCV scheme. A Mann–Whitney U-test between prediction error samples (113 samples for 113 subjects) showed significantly lower error (superior performance) for the SVM method compared with the GLM method, in all cases (P < 0.05).
