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Table 10 Comparing mGOASVM with a state-of-the-art multi-label plant predictor based on independent tests using the new plant dataset

From: mGOASVM: Multi-label protein subcellular localization based on gene ontology and support vector machines

Label Subcellular location Independent test locative accuracy
   Plant-mPLoc [[41]] mGOASVM
1 Cell membrane 8/16 = 50.0% 7/16 = 43.8%
2 Cell wall 0/1 = 0% 0/1 = 0%
3 Chloroplast 27/54 = 50.0% 39/54 = 72.2%
4 Cytoplasm 5/38 = 13.2% 19/38 = 50.0%
5 Endoplasmic reticulum 1/9 = 11.1% 3/9 = 33.3%
6 Extracellular 0/3 = 0% 1/3 = 33.3%
7 Golgi apparatus 3/7 = 42.9% 3/7 = 42.9%
8 Mitochondrion 6/16 = 37.5% 11/16 = 68.8%
9 Nucleus 31/46 = 67.4% 33/46 = 71.7%
10 Peroxisome 4/6 = 66.7% 3/6 = 50.0%
11 Plastid 0/1 = 0% 0/1 = 0%
12 Vacuole 2/7 = 28.6% 4/7 = 57.1%
Overall locative accuracy 87/204 = 42.7% 123/204 =60.3%
Overall actual accuracy 60/175 = 34.3% 97/175 = 55.4%