Table 10.

Detailed statistical analysis of the proposed method using the BraTS 2015 dataset.

Method	Min (%)	Avg (%)	Max (%)	${\mathit{\sigma }}^2$	$\mathit{\sigma }$	SEM
Naïve Bayes	92.47	93.33	94.9	0.493	0.7021	0.4054
MSVM	92.19	93.42	96.66	1.016	1.0083	0.5821
Softmax	91.63	92.8	93.98	0.920	0.9593	0.5539
ET	92.98	94.32	95.67	1.206	1.0981	0.6340
ELM	97.37	97.76	98.16	0.104	0.3225	0.1862

The best values are shown in bold. Min, Avg, and Max are the minimum, average, and maximum accuracy, respectively. SEM—standard error of mean.