Table 1 Number of training and testing samples for IP, UP, and HU datasets.
No. | Indian Pines (1%) | Pavia University (1%) | Houston2013 (1%) | ||||||
|---|---|---|---|---|---|---|---|---|---|
Class | Training | Test | Class | Training | Test | Class | Training | Test | |
1 | Alfalfa | 1 | 53 | Asphalt | 67 | 6564 | Healthy grass | 13 | 1238 |
2 | Corn-notill | 15 | 1419 | Meadows | 187 | 18462 | Stressed grass | 13 | 1241 |
3 | Corn-mintill | 9 | 825 | Gravel | 21 | 2078 | Synthetic grass | 7 | 690 |
4 | Corn | 3 | 231 | Trees | 31 | 3033 | Trees | 13 | 1231 |
5 | Grass-pasture | 5 | 492 | Metal Sheets | 14 | 1331 | Soil | 13 | 1229 |
6 | Grass-trees | 8 | 739 | Bare-Oil | 51 | 4978 | Water | 4 | 321 |
7 | Grass-pasture-mowed | 1 | 25 | Bitumen | 14 | 1316 | Residential | 13 | 1255 |
8 | Hay-windrowed | 5 | 484 | Bricks | 37 | 3645 | Commercial | 13 | 1231 |
9 | Oats | 1 | 19 | Shadows | 10 | 937 | Road | 13 | 1239 |
10 | Soybean-notill | 10 | 958 | Â | Â | Â | Highway | 13 | 1214 |
11 | Soybean-mintill | 25 | 2443 | Â | Â | Â | Railway | 13 | 1222 |
12 | Soybean-clean | 7 | 607 | Â | Â | Â | Parking lot1 | 13 | 1220 |
13 | Wheat | 3 | 209 | Â | Â | Â | Parking lot2 | 5 | 464 |
14 | Woods | 13 | 1281 | Â | Â | Â | Tennis court | 5 | 423 |
15 | Buildings-Grass-Trees | 4 | 376 | Â | Â | Â | Running track | 7 | 653 |
16 | Stone-Steel-Towers | 1 | 94 | Â | Â | Â | Â | Â | Â |
| Â | Total | 111 | 10255 | Total | 432 | 42344 | Total | 158 | 14871 |
