Table 11.

Classification results of different models in Salinas.

	2D-CNN	M3D-DCNN	HybridSN	Model A	Model B	R-HybridSN
1	99.97	94.88	99.99	100	99.94	100.00
2	99.86	99.61	100	99.82	99.85	99.97
3	99.43	91.89	99.82	99.32	98.32	99.49
4	98.83	98.33	98.38	99.26	98.09	98.72
5	96.77	98.83	99.26	98.17	98.31	98.43
6	99.79	98.09	99.93	99.80	99.88	99.90
7	99.33	97.67	99.95	99.94	98.88	99.96
8	87.39	82.40	97.77	97.84	92.43	98.23
9	99.97	98.14	99.99	99.51	99.79	99.99
10	93.98	87.60	98.36	98.04	95.45	97.90
11	89.62	86.72	96.06	95.87	90.40	96.46
12	99.99	96.99	97.44	98.12	95.67	99.09
13	98.52	97.14	97.42	77.46	74.10	82.82
14	97.64	91.78	99.52	93.39	92.72	97.25
15	79.46	64.42	97.06	89.79	86.69	95.12
16	95.71	78.14	100	99.16	98.56	99.71
Kappa	0.928 ± 0.003	0.867 ± 0.002	0.985 ± 0.007	0.968 ± 0.010	0.945 ± 0.012	0.980 ± 0.004
OA(%)	93.55 ± 0.26	88.02 ± 1.35	98.72 ± 0.59	97.15 ± 0.90	95.07 ± 1.08	98.25 ± 0.40
AA(%)	96.02 ± 0.42	91.41 ± 0.81	98.81 ± 0.5	96.59 ± 2.42	94.94 ± 2.12	97.69 ± 0.69