Table 6.

The comparative accuracy, sensitivity, specificity, precision, and F1-score results of the proposed OSFP-Net and other well-known classification methods. The p value for the statistical T-test is shown in the brackets.

Methods	Accuracy (%)	Sensitivity (%)	Specificity (%)	Precision (%)	F1-score (%)
ResNext50	88.4 (1.8E-08)	88.7 (0.026)	88.0 (0.0002)	79.7 (0.0001)	83.9 (0.0002)
DenseNet121	88.2 (2.8E-09)	81.6 (0.001)	91.7 (0.0008)	83.6 (0.002)	82.5 (0.0002)
EfficientNet-b7	86.5 (1.2E-10)	83.0 (0.0009)	88.4 (7.8E-05)	78.7 (0.0007)	80.7 (0.0002)
OSFP-Net	97.3	96.2	97.6	95.8	95.9