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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%
  1. The nearest 1-neighbour classification accuracies for each sub-cellular localization are shown for the TAS combined with Haralick measures and their Sammon mappings in 3 and 2 dimensions.