Table 2 Nearest neighbor classification accuracies for the 10 sub-cellular localizations of the 502 images.
From: Visualizing and clustering high throughput sub-cellular localization imaging
Organelle | TAS+Haralick (unmapped) | 3D | 2D |
|---|---|---|---|
Nucleus | 94.1% | 92.2% | 85.1% |
Endoplasmic Reticulum | 86.8% | 72.2% | 48.1% |
Golgi | 100% | 97.9% | 97.9% |
Plasma Membrane | 97.9% | 77.4% | 61.8% |
Endosome | 94.0% | 81.1% | 77.6% |
Lysosome | 92.3% | 76.1% | 63.3% |
Peroxisome | 86.2% | 64.8% | 53.2% |
Mitochondria | 93.8% | 73.5% | 38.5% |
Actin Cytoskeleton | 97.9% | 82.4% | 73.7% |
Microtubules | 91.8% | 75.0% | 48.9% |