Table 4.

Performance comparison of ensemble models(0(Early Blight), 1(Healthy), 2(Late Blight)).

Ensemble models	Description	Class	Accuracy	Precision	Recall	F1 score
EDL1	Ensemble of DL1, DL2	0	96.74%	0.97	1.00	0.98
		1		0.94	1.00	0.97
		2		0.99	0.91	0.95
EDL2	Ensemble of DL1, DL3	0	97.77%	0.98	0.99	0.98
		1		0.98	0.98	0.98
		2		0.97	0.96	0.97
EDL3	Ensemble of DL1, DL4	0	96.22%	0.97	0.99	0.98
		1		0.93	1.00	0.96
		2		0.99	0.90	0.94
EDL4	Ensemble of DL2, DL3	0	97.25%	0.98	0.97	0.97
		1		0.99	0.98	0.99
		2		0.95	0.97	0.96
EDL5	Ensemble of DL2, DL4	0	96.74%	0.97	1.00	0.98
		1		0.94	1.00	0.97
		2		0.99	0.91	0.95
EDL6	Ensemble of DL3, DL4	0	97.77%	0.98	0.99	0.98
		1		0.98	0.98	0.98
		2		0.97	0.96	0.97
EDL7	Ensemble of DL1, DL2, DL3	0	97.94%	0.98	0.99	0.98
		1		0.97	1.00	0.99
		2		0.99	0.95	0.97
EDL8	Ensemble of DL1, DL2, DL4	0	96.22%	0.97	0.99	0.98
		1		0.93	1.00	0.96
		2		0.99	0.90	0.94
EDL9	Ensemble of DL1, DL3, DL4	0	97.08%	0.97	0.99	0.98
		1		0.96	1.00	0.98
		2		0.98	0.93	0.96
EDL10	Ensemble of DL2, DL3, DL4	0	97.89%	0.99	0.99	0.98
		1		0.98	0.99	0.98
		2		0.99	0.98	0.98
EDL11	Ensemble of DL1, DL2, DL3, DL4	0	97.25%	0.97	1.00	0.98
		1		0.95	1.00	0.98
		2		0.99	0.93	0.96

Significance values are in bold.