From: MSLP: mRNA subcellular localization predictor based on machine learning techniques
Mitochondria (350) | Metric | GNB | DT | RF | XGB | CatB | SVC |
---|---|---|---|---|---|---|---|
Kmer | Sen | 98.60 | 90.00 | 98.60 | 98.60 | 98.60 | 98.60 |
Spe | 85.70 | 94.30 | 98.60 | 98.60 | 98.60 | 97.10 | |
ACC | 92.10 | 92.10 | 98.60 | 98.60 | 98.60 | 97.90 | |
Pre | 85.70 | 94.30 | 98.60 | 98.60 | 98.60 | 97.10 | |
F1 | 92.10 | 92.10 | 98.60 | 98.60 | 98.60 | 97.90 | |
MCC | 0.85 | 0.844 | 0.971 | 0.971 | 0.971 | 0.957 | |
PseKNC | Sen | 98.60 | 88.60 | 98.60 | 98.60 | 98.60 | 98.60 |
Spe | 87.10 | 90.00 | 98.60 | 98.60 | 98.60 | 97.10 | |
ACC | 92.90 | 89.30 | 98.60 | 98.60 | 98.60 | 97.90 | |
Pre | 87.10 | 90.00 | 98.60 | 98.60 | 98.60 | 97.10 | |
F1 | 92.80 | 89.30 | 98.60 | 98.60 | 98.60 | 97.90 | |
MCC | 0.863 | 0.786 | 0.971 | 0.971 | 0.971 | 0.957 | |
Physiochemical | Sen | 92.90 | 90.00 | 95.70 | 97.10 | 98.60 | 98.60 |
Spe | 78.60 | 95.70 | 98.60 | 98.60 | 98.60 | 98.60 | |
ACC | 85.70 | 92.90 | 97.10 | 97.90 | 98.60 | 98.60 | |
Pre | 78.60 | 95.70 | 98.60 | 98.60 | 98.60 | 98.60 | |
F1 | 85.60 | 92.90 | 97.10 | 97.90 | 98.60 | 98.60 | |
MCC | 0.722 | 0.859 | 0.943 | 0.957 | 0.971 | 0.971 | |
Z-curve | Sen | 98.60 | 98.60 | 98.60 | 98.60 | 98.60 | 98.60 |
Spe | 97.10 | 97.10 | 98.60 | 100.00 | 100.00 | 100.00 | |
ACC | 97.90 | 97.90 | 98.60 | 99.30 | 99.30 | 99.30 | |
Pre | 97.10 | 97.10 | 98.60 | 100.00 | 100.00 | 100.00 | |
F1 | 97.90 | 97.90 | 98.60 | 99.30 | 99.30 | 99.30 | |
MCC | 0.957 | 0.957 | 0.971 | 0.986 | 0.986 | 0.986 | |
All features | Sen | 95.70 | 91.40 | 97.10 | 98.60 | 98.60 | 94.30 |
Spe | 80.00 | 97.10 | 98.60 | 100.00 | 98.60 | 95.70 | |
ACC | 87.90 | 94.30 | 97.90 | 99.30 | 98.60 | 95.00 | |
Pre | 80.00 | 97.10 | 98.60 | 100.00 | 98.60 | 95.70 | |
F1 | 87.80 | 94.30 | 97.90 | 99.30 | 98.60 | 95.00 | |
MCC | 0.767 | 0.887 | 0.957 | 0.986 | 0.971 | 0.90 |