Table 2 The number of DEGs derived from the machine learning method for each microarray dataset
Stage | GEO ID | Number of DEGs | Excluded | Net | Number of predicted key genes | Common genes |
|---|---|---|---|---|---|---|
Early | GSE7670 | 801 | 350 | 451 | 259 | 136 |
GSE10072 | 2835 | 890 | 1945 | 1173 | ||
GSE19804 | 4614 | 1924 | 2690 | 1697 | ||
GSE27262 | 8476 | 3161 | 5315 | 3310 | ||
Late | GSE7670 | 1674 | 608 | 1066 | 511 | 182 |
GSE10072 | 1656 | 574 | 1082 | 691 | ||
GSE19804 | 3391 | 1545 | 1846 | 1181 |