Table 2.

Suggested method results for datasets GSE63060 and GSE63061.

	Study	Train	Test	patient	healthy	MCI	N/A	TP	TN	Method	Acc (%)	Pre (%)	Rec (%)	F1 (%)
1	Petrinet	GSE63060	GSE63060	145	104	-	0	145	100	Pathway + DEGs + Petri net	98.4	97.32	100	98.64
2	Petrinet	GSE63060	GSE63060	-	104	80	0	79	102	Pathway + DEGs + Petri net	98.37	97.54	98.75	98.14
3	Petrinet	GSE63060	GSE63060	145	104	80	0	225	81	Pathway + DEGs + Petri net	93.1	90.73	99.12	95.1
4	Petrinet	GSE63061	GSE63061	139	134	-	0	137	134	Pathway + DEGs + Petri net	99.27	100	98.57	99.28
5	Petrinet	GSE63061	GSE63061	-	134	109	0	107	133	Pathway + DEGs + Petri net	98.36	99.07	97.25	98.15
6	Petrinet	GSE63061	GSE63061	139	134	109	0	247	104	Pathway + DEGs + Petri net	91.88	89.17	99.6	94.1