. Author manuscript; available in PMC: 2013 Feb 1.

Published in final edited form as: IEEE Trans Biomed Eng. 2011 Nov 8;59(2):504–514. doi: 10.1109/TBME.2011.2174991

TABLE VI.

Tenfold Cross-Validation Scores With Standard Errors for Simulated EEG Seizure Data

Model Type	Seizure 1		Seizure 2		Seizure 3
Model Type	CV-NMSE	CV-LL	CV-NMSE	CV-LL	CV-NMSE	CV-LL
EM sMVAR	0.350 ± 0.024	156.04 ± 2.26	0.327 ± 0.036	167.80 ± 3.14	0.275 ± 0.023	166.06 ± 2.71
Two-stage sMVAR	0.613 ± 0.059	152.59 ± 2.35	0.549 ± 0.049	164.52 ± 3.15	0.474 ± 0.035	162.10 ± 2.73
EM sRBF	0.424 ± 0.027	155.63 ± 2.26	0.379 ± 0.041	167.41 ± 3.17	0.327 ± 0.030	165.62 ± 2.72
Two-stage sRBF	0.770 ± 0.061	152.26 ± 2.32	0.723 ± 0.074	164.22 ± 3.18	0.680 ± 0.075	161.74 ± 2.77
Omniscient sMVAR	0.258 ± 0.015	158.43 ± 2.16	0.235 ± 0.025	170.67 ± 2.68	0.207 ± 0.021	168.74 ± 2.54