Table 12.

Comparison results on 480-image dataset

Method	Sen ${\nu }^1$	Spc ${\nu }^2$	Prc ${\nu }^3$	Acc ${\nu }^4$	F1 ${\nu }^5$	MCC ${\nu }^6$	FMI ${\nu }^7$
NBC [8]	69.04 ± 1.80	70.33 ± 2.22	69.98 ± 1.25	69.69 ± 0.90	69.49 ± 0.93	39.40 ± 1.78	69.50 ± 0.92
CRNBC [7]	81.33 ± 2.11	84.54 ± 1.77	84.07 ± 1.30	82.94 ± 0.74	82.65 ± 0.90	65.95 ± 1.46	82.68 ± 0.88
CRSVM [7]	81.46 ± 2.12	88.71 ± 1.14	87.85 ± 0.92	85.08 ± 0.78	84.51 ± 0.98	70.38 ± 1.48	84.58 ± 0.95
WEE [9]	90.17 ± 1.47	88.17 ± 1.69	88.43 ± 1.35	89.17 ± 0.51	89.27 ± 0.50	78.38 ± 0.99	89.29 ± 0.49
SMMP [10]	88.17 ± 2.12	89.54 ± 1.69	89.42 ± 1.49	88.85 ± 1.21	88.77 ± 1.27	77.75 ± 2.40	88.78 ± 1.27
HMI [11]	66.46 ± 2.09	76.50 ± 1.55	73.89 ± 0.99	71.48 ± 0.80	69.96 ± 1.15	43.20 ± 1.56	70.07 ± 1.10
SMFD [12]	90.96 ± 0.86	90.63 ± 1.21	90.67 ± 1.10	90.79 ± 0.78	90.81 ± 0.76	81.59 ± 1.57	90.81 ± 0.76
WESVM [13]	75.29 ± 1.86	78.04 ± 1.15	77.43 ± 0.90	76.67 ± 0.95	76.33 ± 1.12	53.37 ± 1.88	76.35 ± 1.12
Model-4 (ours)	94.08 ± 1.22	93.58 ± 1.49	93.63 ± 1.37	93.83 ± 0.96	93.85 ± 0.94	87.68 ± 1.91	93.85 ± 0.94