Table 4.
Prediction performance (%) of ISORT, PLPD and proposed method
| ISORT | PLPD | Proposed method | |
| Measure-I (k = 3) (%) | 72.89 | 85.32 | 85.25 |
| Measure-II (%) | 53.84 | 59.26 | 64.36 |
| Mitochondrion | 32.1862 | 0.81 | 53.4413 |
| Vacuole | 17.8295 | 20.83 | 16.2791 |
| Spindle pole | 12.069 | 42.31 | 51.7241 |
| Cell periphery | 22.6415 | 21.25 | 28.3019 |
| Punctate composite | 1.626 | 15.66 | 13.8211 |
| Vacuolar membrane | 0 | 36.36 | 18.5185 |
| ER | 32.3529 | 1.04 | 45.2206 |
| Nuclear periphery | 20.339 | 5.41 | 42.3729 |
| Endosome | 25.5814 | 34.29 | 34.8837 |
| Bud neck | 26.6667 | 19.15 | 48.3333 |
| Microtubule | 25 | 52.94 | 30 |
| Golgi | 17.5 | 32.14 | 40 |
| Late Golgi | 11.1111 | 33.33 | 25 |
| Peroxisome | 25 | 33.33 | 65 |
| Actin | 17.2414 | 25 | 58.6207 |
| Nucleolus | 22.293 | 11.4 | 56.051 |
| Cytoplasm | 64.5305 | 99.85 | 77.7919 |
| ER to Golgi | 50 | 80 | 66.6667 |
| Early Golgi | 27.451 | 32.43 | 41.1765 |
| Lipid particle | 15.7895 | 30.77 | 5.2632 |
| Nucleus | 81.6204 | 65.28 | 79.6699 |
| Bud | 39.1304 | 70.59 | 21.7391 |
| Measure-III (%) | 26.7254 | 34.74 | 41.8125 |