TABLE II.
Cell Phase Identification Results: Internumber of Interphase, Pronumber of Prophase, Metanumber of Metaphase, Ananumber of Anaphase
| Inter | Pro | Meta | Ana | Total | Accuracy | ||
|---|---|---|---|---|---|---|---|
| ML | Inter | 25434 | 1161 | 28 | 731 | 27354 | 92.98% |
| Pro | 35 | 113 | 29 | 4 | 181 | 62.43% | |
| Meta | 68 | 30 | 633 | 172 | 903 | 70.10% | |
| Ana | 34 | 5 | 47 | 276 | 362 | 76.24% | |
| Markov Model | Inter | 26514 | 252 | 30 | 558 | 27354 | 96.93% |
| Pro | 33 | 142 | 2 | 4 | 181 | 78.45% | |
| Meta | 5 | 3 | 877 | 18 | 903 | 97.12% | |
| Ana | 26 | 3 | 24 | 309 | 362 | 85.36% | |
| Markov Model with RULE | Inter | 27135 | 182 | 30 | 7 | 27354 | 99.20% |
| Pro | 33 | 142 | 2 | 4 | 181 | 78.45% | |
| Meta | 5 | 3 | 877 | 18 | 903 | 97.12% | |
| Ana | 17 | 1 | 19 | 283 | 320 | 88.44% | |
| KNN K=5 | Inter | 24613 | 1209 | 433 | 1099 | 27354 | 89.98% |
| Pro | 83 | 76 | 13 | 9 | 181 | 41.99% | |
| Meta | 10 | 43 | 844 | 6 | 903 | 93.47% | |
| Ana | 31 | 18 | 4 | 309 | 362 | 85.36% | |
| KNN K=7 | Inter | 24558 | 1587 | 322 | 887 | 27354 | 89.78% |
| Pro | 83 | 91 | 4 | 3 | 181 | 50.28% | |
| Meta | 36 | 44 | 812 | 11 | 903 | 89.92% | |
| Ana | 35 | 24 | 4 | 299 | 362 | 82.60% |