Table 3 |
||||||
|
The detailed evaluation of performance on an independent datasets of 707 animal and 179 fungi proteins |
||||||
|
Localizations |
ESLpred2 |
BaCelLo* |
LOCtree* |
PLOC |
MultiLoc |
|
|
|
||||||
|
Animal independent dataset |
Cytoplasm |
54.8 |
54.0 |
38.2 |
23.4 |
60.6 |
|
Mitochondria |
68.6 |
68.6 |
60.0 |
54.2 |
65.7 |
|
|
Nuclear |
68.0 |
66.1 |
62.2 |
82.1 |
58.4 |
|
|
Extracellular |
91.3 |
85.5 |
84.9 |
42.4 |
68 |
|
|
Overall Accuracy |
71.2 |
68.6 |
63.0 |
59.7 |
61.5 |
|
|
Average Accuracy |
70.7 |
68.5 |
61.3 |
50.5 |
63.2 |
|
|
|
||||||
|
Localizations |
ESLpred2 |
BaCelLo* |
LOCtree* |
PLOC |
MultiLoc |
|
|
|
||||||
|
Fungi independent dataset |
Cytoplasm |
26.7 |
56.7 |
46.7 |
13.3 |
20.0 |
|
Mitochondria |
90.9 |
100 |
63.6 |
45.5 |
72.7 |
|
|
Nuclear |
88.5 |
66.4 |
66.4 |
87.7 |
54.9 |
|
|
Extracellular |
100 |
93.8 |
81.3 |
62.5 |
75.0 |
|
|
Overall Accuracy |
79.3 |
69.2 |
64.3 |
70.4 |
52.0 |
|
|
Average Accuracy |
76.5 |
79.2 |
64.3 |
52.3 |
55.7 |
|
|
|
||||||
|
*The values are obtained from reference 18 |
||||||
|
Garg and Raghava BMC Bioinformatics 2008 9:503 doi:10.1186/1471-2105-9-503 |
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