Table 2.

Nearest neighbor classification accuracies for the 10 sub-cellular localizations of the 502 images.

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%

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.