Classification for Memory Activities: Experiments and EEG Analysis Based on Networks Constructed via Phase-Locking Value

Table 7

Performance evaluations for two-category classification of tasks 1, 2, and 3.

Task			Accuracy in test set	Precision in test set	Recall in test set	AUC_ROC in test set
1	5	1	0.782	0.788	0.782	0.857
2	50	1	0.830	0.798	0.864	0.910
3	5	0.5	0.895	0.870	0.904	0.946