Table 3. Classification statistics of selected miRNAs.
Accuracy | Sensitivity | Specificity | AUC | |
---|---|---|---|---|
All 5 miRNA | 0.9687 | 0.9891 | 0.9288 | 0.9780 |
Hsa-miR-663a, hsa-miR-6802-5p, hsa-miR-3184-5p, Hsa-miR-8073 | 0.9652 | 0.9773 | 0.9413 | 0.9815 |
Hsa-miR-663a | 0.9453 | 0.9574 | 0.9217 | 0.967 |
Hsa-miR-6802-5p | 0.9435 | 0.9592 | 0.9128 | 0.9648 |
Hsa-miR-6784-5p | 0.9435 | 0.9555 | 0.9181 | 0.9595 |
Hsa-miR-8073 | 0.9489 | 0.9628 | 0.9217 | 0.9742 |
Hsa-miR-3184-5p | 0.9351 | 0.9338 | 0.9377 | 0.9552 |
The table shows classification statistics of each of the 5 selected miRNAs and their best combinations in terms of highest sensitivity and AUC values, which is the combination with all 5 miRNAs and 4 of them (Hsa-miR-663a, Hsa-miR-6802-5p, Hsa-3184-5p, and Hsa-miR-8073), respectively.