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Table 1 Samples distribution of Salinas dataset

From: Spatial-spectral hyperspectral image classification based on information measurement and CNN

Class

Name

Total

Train

Test

1

Brocoli_green_weeds_1

2009

101

1908

2

Brocoli_green_weeds_2

3726

187

3539

3

Fallow

1976

99

1877

4

Fallow_rough_plow

1394

70

1324

5

Fallow_smooth

2678

134

2544

6

Stubble

3959

198

3761

7

Celery

3579

179

3400

8

Grapes_untrained

11,271

564

10,707

9

Soil_vinyard_develop

6203

311

5892

10

Corn_senesced_green_weeds

3278

164

3114

11

Lettuce_romaine_4wk

1068

54

1014

12

Lettuce_romaine_5wk

1927

97

1830

13

Lettuce_romaine_6wk

916

46

870

14

Lettuce_romaine_7wk

1070

54

1016

15

Vinyard_untrained

7268

364

6904

16

Vinyard_vertical_trellis

1807

91

1716

Total

Total

54,129

2713

51,416