Table 2.

Results on the proposed MRS and MRI COM model on various classifiers

Classifier	Sensitivity %	Specificity %	Overall accuracy %	ROC Az	MSE
BPN	89.58	68.17	82.85	0.81	0.21
SVM	91.84	76.19	87.14	0.90	0.10
ELM	93.33	86.533	93.5	0.94	0.09
IELM-PSO	98.01	95.0	99.15	0.97	0.015