Table 3. MSB classification performance of fused features.

Features	Magnification	Image_accuracy(%)	Patient_accuracy(%)	Sensitivity(%)	Precision(%)	F1_score(%)
Average pool_1+GLCM	40×	93.26±2.73	93.30±3.12	94.13±2.95	90.98±5.60	96.71±2.28
	100×	92.78±1.90	93.03±3.18	93.64±2.86	90.88±7.78	96.62±2.95
	200×	95.06±1.57	94.38±1.49	95.78±2.23	92.86±5.52	97.59±1.80
	400×	92.08±2.74	92.11±2.97	95.47±2.89	88.63±9.00	95.67±3.66
Average pool_2+GLCM	40×	94.86±3.02	94.11±3.38	96.93±3.17	93.07±5.37	97.45±2.15
	100×	94.61±2.22	94.12±2.50	94.61±2.70	95.81±2.33	98.42±1.08
	200×	94.99±2.00	95.09±2.35	96.53±2.01	94.42±5.48	98.08±1.83
	400×	92.65±2.32	92.42±2.12	95.33±1.91	87.87±6.64	95.41±2.83
Average pool_3+GLCM	40×	95.02±1.97	94.92±2.20	97.01±2.66	94.16±3.96	98.01±1.32
	100×	94.91±1.99	94.60±2.32	97.14±1.83	91.70±3.52	97.09±1.57
	200×	95.62±1.98	95.21±2.08	97.19±2.20	91.96±3.18	97.32±1.15
	400×	92.35±2.26	91.90±3.08	93.03±2.97	90.44±3.21	96.31±1.51
Global average pool+GLCM	40×	95.02±1.87	94.53±2.50	97.22±1.20	92.47±4.43	97.44±1.49
	100×	94.75±2.62	94.05±3.21	96.25±2.61	92.69±3.37	97.39±1.50
	200×	95.38±1.89	95.01±2.23	96.68±2.91	96.90±2.54	98.96±0.86
	400×	92.91±2.41	92.20±2.62	93.64±2.81	93.99±4.09	97.56±1.91
FC+GLCM	40×	94.36±2.02	94.17±2.38	96.70±2.26	91.23±4.48	97.05±1.46
	100×	94.13±1.99	93.45±2.68	96.83±2.68	85.56±5.59	95.35±1.55
	200×	95.55±1.22	95.35±1.41	97.16±1.67	91.84±4.95	97.31±1.65
	400×	92.13±2.54	91.42±2.43	93.65±2.08	88.07±3.84	95.40±2.12
block4+GLCM	40×	94.32±2.76	93.80±2.78	96.11±2.32	96.19±1.95	96.14±2.03
	100×	94.31±2.72	94.27±2.90	96.36±2.59	95.91±1.77	96.13±2.08
	200×	95.52±1.77	95.28±1.81	96.74±1.74	97.29±2.46	96.99±1.28
	400×	92.77±2.50	92.53±2.40	95.00±1.83	95.05±2.75	95.01±1.91
block6+GLCM	40×	94.09±1.81	93.66±1.88	95.93±1.30	96.12±1.88	96.02±1.35
	100×	93.60±2.24	93.71±2.40	95.75±2.22	95.59±1.66	95.67±1.79
	200×	95.36±1.92	95.07±1.76	97.40±1.43	96.44±2.25	96.90±1.39
	400×	92.90±1.98	92.78±2.08	94.23±2.33	95.95±2.17	95.06±1.61
block14+GLCM	40×	96.75±1.96	96.33±2.14	97.86±1.53	97.76±2.03	97.80±1.41
	100×	95.20±2.31	95.26±2.60	95.79±2.11	97.63±1.65	96.69±1.78
	200×	96.29±1.49	96.09±1.79	97.14±1.77	97.86±1.29	97.49±1.12
	400×	93.15±2.30	92.99±2.85	94.43±2.51	96.09±2.42	95.23±1.83
block19+GLCM	40×	94.86±2.31	94.50±2.64	95.93±2.39	97.10±1.38	96.51±1.69
	100×	94.87±2.11	95.07±2.19	96.53±1.49	96.54±2.37	96.53±1.61
	200×	95.79±1.71	95.48±1.47	97.81±1.48	96.64±2.48	97.20±1.19
	400×	93.02±2.35	92.99±2.39	95.07±2.77	95.34±2.51	95.17±1.84
block22+GLCM	40×	96.29±1.82	95.87±2.11	98.52±1.68	96.53±1.43	97.51±1.32
	100×	94.93±2.27	94.90±2.35	96.57±1.49	96.56±2.04	96.56±1.71
	200×	95.73±2.09	95.48±2.16	96.77±2.21	97.48±1.80	97.11±1.54
	400×	93.09±2.31	92.86±2.23	94.19±2.60	96.22±2.06	95.17±1.83
block23+GLCM	40×	95.86±1.73	95.49±1.51	96.90±1.90	97.48±1.38	97.18±1.31
	100×	95.21±2.18	95.23±2.61	95.99±2.30	97.47±1.68	96.71±1.69
	200×	96.57±1.82	96.05±1.94	97.40±2.35	97.97±1.47	97.67±1.35
	400×	93.05±2.05	92.63±2.82	93.98±2.50	96.40±2.41	95.14±1.67