Research Article
Gene Selection and Classification of scRNA-seq Data Combining Information Gain Ratio and Genetic Algorithm with Dynamic Crossover
Table 2
Irrelevant genes and their percentage.
| Dataset | #Of genes | #Irrelevant genes | Percentage (%) |
| Allodiploid | 2406 | 0 | 0 | Sasagawa | 32700 | 15412 | 47.13 | Ramskold | 21042 | 1005 | 4.78 | Biase | 25734 | 51 | 0.2 | Ting | 21583 | 4349 | 20.15 | Chung | 41821 | 14217 | 33.99 | Yeo | 27473 | 4042 | 14.71 | Ning | 19080 | 1962 | 10.28 | Ginhoux | 11834 | 0 | 0 | Su | 15333 | 0 | 0 | Usoskin | 25334 | 5800 | 22.89 | Deng | 22431 | 1257 | 5.6 | Fan | 26357 | 941 | 3.57 | Goolam | 40315 | 12592 | 31.23 | Kolodz | 13473 | 0 | 0 | Nestorowa | 4773 | 0 | 0 | Treutlein | 23271 | 10497 | 45.11 | Camp15 | 18927 | 2135 | 11.28 | Camp17 | 19020 | 1285 | 6.76 | Yan | 20214 | 619 | 3.06 | Wang | 19950 | 0 | 0 | Li1 | 55186 | 12131 | 21.98 | Li2 | 180253 | 40335 | 22.38 | Patel | 5948 | 0 | 0 | Pollen | 23730 | 1920 | 8.09 | Manno_m | 24378 | 2390 | 9.8 | Manno_h | 20560 | 0 | 0 | Tasic | 24057 | 2443 | 10.16 | Zeisel | 19486 | 0 | 0 | Grun | 23536 | 7928 | 33.68 | Baron | 14878 | 17 | 0.11 | Muraro | 19127 | 225 | 1.18 | Xin | 39851 | 5962 | 14.96 |
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