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Variable importance scores (a) and confusion matrix (b), from the RF analysis, predicting the existence or not of epileptic activity. The features parameters were levetiracetam concentration (Lev_Conc), valproic acid concentration (VA_Conc), lamotrigine concentration (LTG_Conc), gender (1.0 for boys, 2.0 or girls), and BW.
