Research Article
A Hybrid Clustering Approach for Bag-of-Words Image Categorization
Table 5
Precision and recall on Caltech 101.
| | | airplanes | bonsai | brontosaurus | butterfly | camera | chair | cup | dolphin |
| | Precision (%) | 100.00 | 100.00 | 75.00 | 87.50 | 87.50 | 100.00 | 100.00 | 87.50 | | Recall (%) | 80.00 | 80.00 | 60.00 | 70.00 | 70.00 | 80.00 | 80.00 | 60.00 |
| | | grand-piano | kangaroo | ketch | lotus | panda | rooster | scissors | starfish |
| | Precision (%) | 87.50 | 95.00 | 100.00 | 85.00 | 100.00 | 90.00 | 100.00 | 85.00 | | Recall (%) | 60.00 | 80.00 | 70.00 | 75.00 | 80.00 | 70.00 | 80.00 | 70.00 |
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