Table 13 Detailed classification test results for the Salinas Dataset in terms of Precision, Recall, and F1-Score. Testing was done with PCA 30 CEU-Net no-patching with a 75%/25% Training/Testing split
From: CEU-Net: ensemble semantic segmentation of hyperspectral images using clustering
Class Labels | Precision | Recall | f1-score | Support |
|---|---|---|---|---|
Broccoli Green I | 1.00 | 1.00 | 1.00 | 505 |
Broccoli Green II | 1.00 | 1.00 | 1.00 | 931 |
Fallow | 1.00 | 1.00 | 1.00 | 492 |
Fallow Rough Plow | 0.99 | 0.99 | 0.99 | 345 |
Fallow Smooth | 0.99 | 1.00 | 1.00 | 686 |
Stubble | 1.00 | 1.00 | 1.00 | 957 |
Celery | 1.00 | 1.00 | 1.00 | 925 |
Grapes Untrained | 0.93 | 0.91 | 0.92 | 2842 |
Soil Vineyard Develop | 1.00 | 1.00 | 1.00 | 1559 |
Corn Sensed Green Weeds | 0.99 | 0.99 | 0.99 | 789 |
Lettuce Romaine 4wk | 1.00 | 1.00 | 1.00 | 276 |
Lettuce Romaine 5wk | 1.00 | 1.00 | 1.00 | 462 |
Lettuce Romaine 6wk | 1.00 | 0.98 | 0.99 | 218 |
Lettuce Romaine 7wk | 0.99 | 1.00 | 0.99 | 276 |
Vineyard Untrained | 0.87 | 0.89 | 0.88 | 1818 |
Vineyard Vertical | 1.00 | 0.99 | 1.00 | 452 |
Accuracy | Â | Â | 0.96 | 13533 |
Macro Average | 0.98 | 0.98 | 0.98 | 13533 |
Weighted Average | 0.96 | 0.96 | 0.96 | 13533 |