Localization | Performance metrics | ||||||
---|---|---|---|---|---|---|---|
Sensitivity | Specificity | Accuracy | MCC | F1-score | aucROC | aucPR | |
Cytoplasm (1504) | 73.24 ± 0.79 | 68.51 ± 1.36 | 70.87 ± 0.37 | 41.80 ± 0.71 | 71.53 ± 0.24 | 78.13 ± 0.20 | 77.43 ± 0.61 |
Cytosol (1798) | 64.53 ± 0.61 | 72.11 ± 0.63 | 68.32 ± 0.16 | 36.75 ± 0.32 | 66.83 ± 0.56 | 75.63 ± 0.28 | 71.75 ± 0.49 |
EPR (850) | 63.04 ± 1.72 | 73.68 ± 1.68 | 68.36 ± 0.99 | 36.95 ± 2.00 | 66.84 ± 1.27 | 75.54 ± 0.54 | 72.79 ± 0.77 |
Exosome (703) | 63.20 ± 1.56 | 74.37 ± 1.13 | 68.79 ± 1.21 | 37.81 ± 2.41 | 66.74 ± 1.25 | 76.47 ± 0.62 | 77.57 ± 0.67 |
Mitochondrion (381) | 98.53 ± 0.14 | 91.66 ± 7.95 | 96.46 ± 1.03 | 91.26 ± 5.76 | 95.59 ± 3.66 | 98.98 ± 0.20 | 99.27 ± 0.24 |
Nucleus (2754) | 72.89 ± 0.92 | 73.99 ± 0.19 | 73.44 ± 0.54 | 46.88 ± 1.07 | 73.51 ± 0.60 | 80.28 ± 0.21 | 79.12 ± 0.27 |
Pseudopodium (180) | 72.89 ± 1.20 | 69.00 ± 1.64 | 70.94 ± 0.97 | 41.93 ± 1.94 | 71.34 ± 1.02 | 76.73 ± 0.50 | 73.82 ± 1.62 |
Posterior (156) | 98.19 ± 0.29 | 96.65 ± 0.84 | 97.42 ± 0.46 | 94.85 ± 0.90 | 97.19 ± 0.55 | 98.90 ± 0.83 | 98.29 ± 1.36 |
Ribosome (1532) | 72.65 ± 1.01 | 70.89 ± 0.81 | 71.77 ± 0.24 | 43.55 ± 0.50 | 72.19 ± 0.51 | 78.40 ± 0.09 | 75.44 ± 0.29 |