Table 5.

The performance of PND-Net on the potato disease dataset using fivefold cross validation.

k-Fold	PND-Net using ResNet-50 base					PND-Net using Xception base
	Val acc	Test acc	Prec	Recall	F1-score	Val acc	Test acc	Prec	Recall	F1-score
Fold-1	96.46	95.48	96.00	95.00	96.00	92.67	91.32	91.00	91.00	91.00
Fold-2	95.70	95.27	95.00	95.00	95.00	91.66	91.31	91.00	91.00	91.00
Fold-3	95.20	94.66	95.00	95.00	95.00	94.39	92.13	92.00	92.00	92.00
Fold-4	94.95	93.27	93.00	93.00	93.00	93.90	91.55	91.00	91.00	91.00
Fold-5	95.70	95.20	95.00	95.00	95.00	94.91	92.82	93.00	93.00	93.00
Avg	95.60	94.78	94.80	94.60	94.80	93.51	91.83	91.60	91.60	91.60