Fig. 8
From: EEG microstate analysis in children with prolonged disorders of consciousness
Evaluation of classification effects of different SVM models. (A) The red line overlaps with the blue line and has the same AUC value. (B) The accuracy of the GS-SVM is 0.88889, PSO-SVM is 0.86667, and QPSO-SVM is 0.86667. The precision of the GS-SVM is 0.91667, PSO-SVM is 0.89444, and QPSO-SVM is 0.90111. The recall of the GS-SVM is 0.88889, PSO-SVM is 0.86667, and QPSO-SVM is 0.86667. The F1 of the GS-SVM is 0.90220, PSO-SVM is 0.87997, and QPSO-SVM is 0.88327.
