Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Comparing performance using alternative feature extraction processes (using mRNA data only).
| Approach (mRNA only) | Accuracy | Precision | Sensitivity (Recall) | F1 score | Specificity |
|---|---|---|---|---|---|
| Rank-based | 74.16 (±2.23) | 67.33 (±3.61) | 80.15 (±2.13) | 75.92 (±2.18) | 67.66 (±2.09) |
| Network-based | 78.46 (±2.48) | 77.50 (±1.71) | 76.66 (±2.24) | 79.65 (±1.99) | 80.90 (±2.89) |
| CVAE-based | 83.83 (±0.44) | 85.98 (±0.54) | 81.33 (±0.16) | 83.59 (±0.60) | 86.33 (±0.35) |
