. Author manuscript; available in PMC: 2009 Aug 1.

Published in final edited form as: Acad Radiol. 2008 Aug;15(8):966–977. doi: 10.1016/j.acra.2008.01.029

Table 1.

Average (avg) classification rates and their standard deviation (stdev) of the classification rates, sensitivity and specificity, over all subjects for intra- and inter-patient framework using Bayesian and SVM classification.

				Classification rates				Sensitivity tumor vs healthy	Specificity tumor vs healthy
		ED	ET	NET	CSF	GM	WM	Sensitivity tumor vs healthy	Specificity tumor vs healthy
Bayesian Classification (intra-patient)	avg	97.03	96.39	93.05	89.68	74.86	82.95	91.84	99.57
Bayesian Classification (intra-patient)	stdev	3.18	3.4	11.82	21.72	6.95	7.73	6.01	0.63
Bayesian Classification (inter-patient)	avg	53.86	86.56	51.11	82.31	66.78	76.06	75.62	94.57
Bayesian Classification (inter-patient)	stdev	47.59	27.74	43.86	15.82	9.22	15.05	36.14	6.12
SVM Classification (inter-patient)	avg	93.38	88.79	34.01	91.34	72.21	85.33	87.54	97.03
SVM Classification (inter-patient)	stdev	8.75	29.03	38.71	7.9	12.08	9.45	15.58	3.26