Table 3.
Comparison of accuracy with previous results.
| Accuracy Chen et al. 2007 (%) | Accuracy this work (%) | |
|---|---|---|
| Cytoplasm | 94.4 | 97 |
| Nucleus | 88.6 | 93.5 |
| Mitochondrion | 90.9 | 94.2 |
| ER | 70.2 | 87.3 |
| Vacuole | 73.6 | 75.2 |
| Nucleolus | 73.5 | 82.6 |
| Cell periphery | 75.4 | 80.7 |
| Vacuolar membrane | 51.9 | 66.7 |
| Nuclear periphery | 77.4 | 81.1 |
| Spindle pole | 64.1 | 64.1 |
| Endosome | 47.1 | 61.8 |
| Late Golgi | 12.1 | 57.6 |
| Actin | 22.2 | 55.6 |
| Peroxisome | 14.3 | 33.3 |
| Lipid particle | 0 | 31.6 |
| Golgi | 6.7 | 26.7 |
| Bud neck | 0 | 33.3 |
| Early Golgi | 0 | 0 |
| Microtubule | 0 | 0 |
| ER to Golgi | 0 | 50 |
| Average by class for 20 classes | 43.1 | 58.6 |
| Average by image for 20 classes | 81.0 | 87.8 |
| Average by image for 4 major classes | 92.7 | 95.3 |