Table 14.

The performance of the proposed model using transfer learning without 1 × 1 convolution layer at the second iteration

Fold	Accuracy%	Loss	F1-score%	Precision%	Recall%	Specificity%	Time (Sec.)
1	95.27	0.13	94.64	94.34	95.01	97.66	82.59
2	96.41	0.13	96.09	96.31	95.93	98.14	60.11
3	95.92	0.13	95.66	95.69	95.64	97.87	61.97
4	95.11	0.12	94.49	94.45	94.55	97.42	60.62
5	97.22	0.11	96.79	96.82	96.79	98.61	82.64
Mean	95.99	0.12	95.53	95.52	95.58	97.94	69.59
SD	± 0.86	± 0.01	± 0.97	± 1.11	± 0.86	± 0.46	± 11.91