Table 9 Performance of MSLP and mLoc-mRNA based on independent datasets (IDS)
From: MSLP: mRNA subcellular localization predictor based on machine learning techniques
Location | IDS-01 | IDS-02 | |||
|---|---|---|---|---|---|
Metric | MSLP | mLoc-mRNA | MSLP | mLoc-mRNA | |
Cytosol | Sn | 70.60 | 64.17 | 86.80 | 89.78 |
Sp | 62.40 | 72.98 | 67.30 | 71.73 | |
Acc | 66.50 | 71.37 | 77.00 | 75.91 | |
Pseudopodium | Sn | 66.70 | 55.56 | 89.90 | 93.67 |
Sp | 69.40 | 65.72 | 68.40 | 69.02 | |
Acc | 68.10 | 65.53 | 79.10 | 69.45 | |
Posterior | Sn | 100.00 | 100.00 | 100.00 | 100.00 |
Sp | 96.80 | 93.50 | 99.20 | 92.97 | |
Acc | 98.40 | 93.60 | 99.60 | 93.16 | |
Exosome | Sn | 71.40 | 66.43 | 85.90 | 88.65 |
Sp | 78.60 | 73.50 | 74.10 | 77.65 | |
Acc | 75.00 | 72.99 | 80.00 | 78.10 | |
Ribosome | Sn | 66.30 | 66.34 | 87.00 | 91.48 |
Sp | 65.40 | 74.76 | 69.40 | 73.73 | |
Acc | 65.80 | 73.45 | 78.20 | 76.89 | |