From: Amino acid classification based spectrum kernel fusion for protein subnuclear localization
Subnuclear location | size | Lei SVM ensemble | SpectrumKernel+ I | SpectrumKernel+ II | |||||
---|---|---|---|---|---|---|---|---|---|
 |  | SE | MCC | SP | SE | MCC | SP | SE | MCC |
PML Body | 38 | 0.2900 | 0.1720 | 0.2093 | 0.2368 | 0.1630 | 0.1111 | 0.1053 | 0.0463 |
Nuclear Lamina | 55 | 0.4360 | 0.3380 | 0.4167 | 0.4545 | 0.3718 | 0.5185 | 0.5091 | 0.4611 |
Nuclear Speckles | 56 | 0.3570 | 0.3630 | 0.8611 | 0.5536 | 0.6636 | 0.8667 | 0.6964 | 0.7539 |
Chromatin | 61 | 0.1970 | 0.2600 | 0.4643 | 0.4262 | 0.3813 | 0.6429 | 0.5902 | 0.5703 |
Nucleoplasm | 75 | 0.2270 | 0.2060 | 0.4500 | 0.4800 | 0.3834 | 0.5256 | 0.5467 | 0.4649 |
Nucleolus | 219 | 0.7670 | 0.3670 | 0.8603 | 0.8995 | 0.7992 | 0.8979 | 0.9635 | 0.8795 |
Overall Accuracy | Â | 50.00% | 64.29% | 71.23% |