Table 6. Multi-labelling evaluation—non-perfect label match.
True Subcellular Locations | Predicted Subcellular Locations | ||
Optimistic Case [> = 0.09] | O43663 | Cytoplasm; Nucleus | Nucleus[0.471]; Cytoplasm[0.365]; Cytoskeleton[0.136] |
Q92797 | Cytoskeleton; Nucleus | Nucleus[0.470]; Cytoplasm[0.257]; Plasma membrane[0.129] | |
Q92597 | Cytoplasm; Nucleus; Plasma membrane | Nucleus[0.588]; Cytoplasm[0.333] | |
P30533 | Cytoplasm; Endoplasmic reticulum | Endoplasmic reticulum[0.237]; Cytoplasm[0.229] Nucleus[0.115]; Plasma membrane[0.181] | |
Q9HD36 | Mitochondrion; Nucleus | Nucleus[0.562];Mitochondrion[0.160];Cytoplasm[0.156] | |
P22059 | Cytoplasm; Golgi apparatus | Golgi apparatus[0.837] | |
Q86YR5 | Endoplasmic reticulum; Golgi apparatus | Golgi apparatus[0.454]; Endoplasmic reticulum[0.316]; Cytoplasm[0.091] | |
P41222 | Endoplasmic reticulum; Golgi apparatus; Nucleus | Endoplasmic reticulum[0.237]; Nucleus[0.207] Extracell[0.146]; Cytoplasm[0.143]; Golgi apparatus[0.107]; | |
Moderate Case [> = 0.08] | P15941 | Cytoplasm; Nucleus | Plasma membrane[0.467]; Nucleus[0.178]; Cytoplasm[0.145] |
Q14145 | Cytoplasm; Nucleus | Cytoplasm[0.520]; Nucleus[0.292]; Endoplasmic reticulum[0.089] | |
Q86YR5 | Endoplasmic reticulum; Golgi apparatus | Golgi apparatus[0.371]; Endoplasmic reticulum[0.272]; Cytoplasm[0.129];Plasma membrane[0.124] | |
P41222 | Endoplasmic reticulum;Golgi apparatus Nucleus | Nucleus[0.257];Endoplasmic reticulum[0.214]; Cytoplasm[0.166]; Extracell[0.103]; Golgi apparatus[0.098] | |
Q96JC1 | Cytoplasm; Lysosome | Lysosome[0.676]; Endosome[0.208] | |
Q96EY5 | Cytoplasm; Nucleus | Nucleus[0.223]; Endosome[0.202]; Golgi apparatus[0.121] Cytoskeleton[0.092] | |
Q86WA9 | Endoplasmic reticulum;Golgi apparatus Plasma membrane | Lysosome[0.642]; Endoplasmic reticulum[0.136] Plasma membrane[0.101] | |
Q9NWZ5 | Cytoplasm; Nucleus | Endoplasmic reticulum[0.459]; nucleus[0.320]; Cytoplasm[0.133] | |
Pessimistic Case [> = 0.07] | Q9UHD9 | Cytoplasm; Nucleus | Endoplasmic reticulum[0.315]; Nucleus[0.284]; Cytoplasm[0.202] |
P30533 | Cytoplasm; Endoplasmic reticulum | Endoplasmic reticulum[0.250]; Cytoplasm[0.237] Nucleus[0.151]; Plasma membrane[0.139] | |
Q86YR5 | Endoplasmic reticulum;Golgi apparatus | Golgi apparatus[0.421]; Endoplasmic reticulum[0.202] Cytoplasm[0.136]; Plasma membrane[0.106] | |
Q9NX74 | Cytoplasm; Endoplasmic reticulum | Endoplasmic reticulum[0.273]; Cytoplasm[0.271] Mitochondrion[0.247] | |
P41222 | Endoplasmic reticulum;Golgi apparatus Nucleus | Nucleus[0.224]; Endoplasmic reticulum[0.197]; Cytoplasm[0.184]; Extracell[0.126];Golgi apparatus[0.077] | |
Q96EY5 | Cytoplasm; Nucleus | Nucleus[0.246]; Endosome[0.154]; Cytoskeleton[0.095]; Golgi apparatus[0.119];Plasma membrane[0.094]; Endoplasmic reticulum[0.075] | |
P42858 | Cytoplasm; Nucleus | Nucleus[0.285]; Cytoplasm[0.216]; Endoplasmic reticulum[0.071] Golgi apparatus[0.074]; Plasma membrane[0.096] | |
Q9Y613 | Cytoplasm; Cytoskeleton | Cytoskeleton[0.530]; Cytoplasm[0.146]; Nucleus[0.111] |
Illustrations:
[1] True Subcellular Locations : denotes the labels from Hum-mPLoc 2.0 dataset (GOA database version 70.0 released March 10 2008);
[2] Cytoskeleton[0.136]:the label NOT included in the original Hum-mPLoc 2.0 dataset, but validated TRUE by the latest Swiss-Prot database ( http://www.uniprot.org/uniprot/ UniProt release 2011_11 Nov 16, 2011), where [0.136] denotes the probability that the protein is assigned to the label Cytoskeleton;
[3] Nucleus[0.115]: Non-target Label Hit (wrong prediction), NOT validated by the latest Swiss-Prot database ( http://www.uniprot.org/uniprot/ UniProt release 2011_11 Nov 16, 2011), where [0.115] denotes the probability that the protein is assigned to the label Nucleus;