FMRSS Net: Fast Matrix Representation-Based Spectral-Spatial Feature Learning Convolutional Neural Network for Hyperspectral Image Classification

Table 6

Confusion matrix of Indian Pines dataset (in percent).

	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16
1	83.33	2.78	0	2.78	0	0	0	0	0	0	0	0	2.78	2.78	0	5.55
2	0	99.77	0.16	0.07	0	0	0	0	0	0	0	0	0	0	0	0
3	0.13	1.07	98.26	0.40	0	0	0	0	0	0	0.14	0	0	0	0	0
4	0.47	0	0.94	84.51	10.33	0	0	0	0.94	0.47	0	2.35	0	0	0	0
5	0	0	0	0	99.31	0.23	0	0	0.46	0	0	0	0	0	0	0
6	0	0	0	0	0.15	97.26	1.52	1.07	0	0	0	0	0	0	0	0
7	0	0	0	0	0	0	83.33	16.67	0	0	0	0	0	0	0	0
8	0	0	0	0	0	0.70	1.16	94.88	2.09	0.47	0	0	0.23	0.23	0.23	0
9	0	0	0	10.0	0	0	0	10.0	80.0	0	0	0	0	0	0	0
10	0	0	0	0.11	0	0	0	0.23	0.11	99.31	0	0.24	0	0	0	0
11	0	0.18	0.05	0.09	0	0	0	0	0	0.09	99.59	0	0	0	0	0
12	0	0.75	2.06	0.75	0	0	0	0	0	0	0	95.87	0.57	0	0	0
13	0	0	0	0	0	0	0	0	0	0	0	2.72	92.39	4.89	0	0
14	0	0	0	0	0	0	0	0	0	0	0	0	0.62	99.30	0.08	0
15	0	0	0	0	1.44	1.15	0.86	0.29	0.29	0	0	0	0	3.17	92.80	0
16	3.61	6.02	0	0	1.20	0	0	0	0	0	0	10.84	1.20	0	2.41	74.72