. Author manuscript; available in PMC: 2013 Sep 2.

Published in final edited form as: Neuroinformatics. 2013 Jul;11(3):339–353. doi: 10.1007/s12021-013-9180-7

Table 5.

Comparison of regression performance of M-RVR vs. M-SVR, and SM-RVR vs. SM-SVR

Methods	MMSE		ADAS-Cog
	RMSE	CORR	RMSE	CORR
M-SVR	2.16	0.53	4.87	0.62
M-RVR	2.14	0.54	4.69	0.64
SM-SVR	2.01	0.77	4.58	0.77
SM-RVR	1.92	0.80	4.45	0.78

MMSE mini-mental state examination, ADAS-Cog Alzheimer’s disease assessment scale-cognitive subscale, RMSE root mean square error, CORR correlation coefficients, M-SVR supervised multimodal SVM regression, SM-SVR semi-supervised multimodal SVM regression, M-RVR supervised multimodal RVR, SM-RVR semi-supervised multi-modal RVR