Table 8 Performance of MSLP and other Tools on TEST-01 for five locations
From: MSLP: mRNA subcellular localization predictor based on machine learning techniques
Location (no of sequence) | Metric | mRNALoc | mRNALocater | MSLP |
|---|---|---|---|---|
Cytoplasm (1066) | Sn | 73.26 | 79.64 | 61.80 |
Sp | 58.06 | – | 77.30 | |
Acc | 64.55 | – | 70.30 | |
Nucleus (976) | Sn | 50.20 | 26.13 | 71.70 |
Sp | 81.62 | – | 75.00 | |
Acc | 69.35 | – | 73.70 | |
ER (241) | Sn | 75.10 | 09.13 | 85.10 |
Sp | 68.60 | – | 61.40 | |
Acc | 69.23 | – | 63.70 | |
ExR (145) | Sn | 81.38 | 95.86 | 78.60 |
Sp | 56.67 | – | 75.50 | |
Acc | 58.10 | – | 75.70 | |
Mitochondria (71) | Sn | 87.32 | 83.10 | 98.60 |
Sp | 97.16 | – | 90.30 | |
Acc | 96.88 | – | 90.50 |