. Author manuscript; available in PMC: 2017 Sep 19.

Published in final edited form as: Med Image Comput Comput Assist Interv. 2016 Oct 2;9901:18–25. doi: 10.1007/978-3-319-46723-8_3

Table 1.

Performance comparison of different methods in MCI classification.

Method	ACC	AUC	SEN	SPE	YI	F-score	BAC
LON-PEC	57.58	0.6008	58.00	57.14	15.14	58.00	57.57
LON-PAC	60.61	0.6249	58.00	63.27	21.27	59.79	60.63
HON₁	80.81	0.8567	86.00	75.51	61.51	81.90	80.76
HON₂	81.82	0.8743	82.00	81.63	63.63	82.00	81.82
HON₃	68.69	0.8094	74.00	63.27	37.27	70.48	68.63
HON₄	72.73	0.7857	74.00	71.43	45.43	73.27	72.71
HHON-CON	78.79	0.8702	80.00	77.55	57.55	79.21	78.78
HHON-SFS	84.85	0.9057	88.00	81.63	69.63	85.44	84.82