Research Article
[Retracted] I3D: An Improved Three-Dimensional CNN Model on Hyperspectral Remote Sensing Image Classification
Table 6
Impact of window size on I3D-CNN model in three datasets.
| | IP | SA | K | OA | AA | Train_time (s) | K | OA | AA | Train_time (s) |
| 9 × 9 | 99.07 | 99.12 | 98.78 | 19.65 | 99.78 | 99.89 | 99.87 | 199.1 | 11 × 11 | 99.3 | 99.34 | 99.90 | 45.80 | 99.95 | 99.98 | 99.95 | 243.5 | 13 × 13 | 99.88 | 99.87 | 99.76 | 36.78 | 99.98 | 99.78 | 99.98 | 314.5 | 17 × 17 | 99.54 | 99.5 | 99.85 | 65.15 | 99.87 | 99.99 | 99.99 | 412.6 | 23 × 23 | 99.78 | 99.79 | 99.78 | 147.78 | 100 | 100 | 100 | 1025.77 | 25 × 25 | 98.56 | 99.89 | 99.81 | 172.78 | 99.97 | 99.97 | 99.99 | 1451.54 |
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