Table 2. Frequency of top miRNAs in 100 random forest models.
| miRNA | Frequency |
|---|---|
| Hsa-miR-3184-5p | 100 |
| Hsa-miR-663a | 100 |
| Hsa-miR-6784-5p | 100 |
| Hsa-miR-6802-5p | 96 |
| Hsa-miR-8073 | 90 |
| Hsa-miR-4783-3p | 87 |
| Hsa-miR-1307-3p | 86 |
| Hsa-miR-4730 | 79 |
| Hsa-miR-320a-3p | 63 |
| Hsa-miR-5100 | 45 |
| Hsa-miR-1343-3p | 43 |
| Hsa-miR-1469 | 38 |
| Hsa-miR-1233-5p | 30 |
| Hsa-miR-1290 | 14 |
| Hsa-miR-4675 | 11 |
| Hsa-miR-1238-5p | 8 |
| Hsa-miR-320b | 7 |
| Hsa-miR-4532 | 2 |
| Hsa-miR-4687-5p | 1 |
The table shows the frequency of top miRNAs with respect to highest gini values displayed in the 100 random forest models. The top 5 miRNAs with the highest frequency in this table were chosen to be biomarker candidates for cancer screening.