Table 16.

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

Fold	Accuracy%	Loss	F1-score%	Precision%	Recall%	Specificity%	Time (Sec.)
1	97.23	0.08	97.05	97.05	97.05	98.56	82.59
2	97.39	0.13	97.13	97.21	97.06	98.64	60.76
3	97.23	0.05	96.88	96.57	97.22	98.69	82.62
4	97.06	0.07	96.77	96.94	96.61	98.42	60.29
5	99.02	0.03	98.86	98.71	99.01	99.54	56.39
Mean	97.59	0.07	97.34	97.29	97.39	98.77	68.53
SD	± 0.81	± 0.04	± 0.86	± 0.82	± 0.93	± 0.44	± 12.96