Table 10 Comparing mGOASVM with a state-of-the-art multi-label plant predictor based on independent tests using the new plant dataset
Label | Subcellular location | Independent test locative accuracy | |
|---|---|---|---|
| Â | Â | 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% | |