Table 4 Confusion matrix of the best system (feature set , SDA).
From: An incremental approach to automated protein localisation
classification results (in percent) | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
cell compartment | (a) | (b) | (c) | (d) | (e) | (f) | (g) | (h) | (i) | (j) | (*) | |
cytoplasm + nucl. | (a) | 97.2 | 2.1 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
cytoplasm – nucl. | (b) | 17.9 | 75.0 | 1.8 | 0.0 | 3.6 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8 | 0.0 |
ER | (c) | 0.0 | 0.0 | 81.0 | 2.8 | 7.0 | 7.0 | 0.7 | 1.4 | 0.0 | 0.0 | 0.0 |
lysosomes | (d) | 0.9 | 0.5 | 3.6 | 85.6 | 0.0 | 7.7 | 0.9 | 0.5 | 0.0 | 0.5 | 0.0 |
microtubules | (e) | 0.0 | 0.0 | 9.8 | 1.0 | 87.3 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
mitochondria | (f) | 0.0 | 0.0 | 4.1 | 4.5 | 0.0 | 90.7 | 0.0 | 0.0 | 0.4 | 0.4 | 0.0 |
nucleoli | (g) | 0.0 | 0.0 | 1.4 | 1.4 | 0.0 | 0.0 | 86.5 | 9.5 | 1.5 | 0.0 | 0.0 |
nucleus | (h) | 0.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 2.7 | 96.0 | 0.0 | 0.0 | 0.0 |
peroxisomes | (i) | 0.0 | 0.0 | 0.0 | 2.8 | 0.0 | 2.8 | 0.0 | 0.0 | 88.7 | 5.6 | 0.0 |
plasma membrane | (j) | 2.1 | 0.0 | 0.0 | 1.0 | 0.0 | 2.1 | 0.0 | 0.0 | 0.0 | 94.9 | 0.0 |