Table 1.
Performance comparison of DeepRed with separate samples, GIREMI, RNAEditor and Prediction methods on U87 data.
| Method | Accuracy | Sensitivity | Specificity | GM | Positive predict value | F1 score | Validation rate | Misclassification rate |
|---|---|---|---|---|---|---|---|---|
| DeepRed | 93.23% | 79.66% | 99.25% | 88.92% | 97.92% | 88.38% | 29.01% | 0.62% |
| Separate | 76.04% | 83.05% | 72.93% | 77.83% | 57.65% | 77.66% | 29.34% | 21.56% |
| GIREMI | 70.31% | 6.78% | 98.50% | 25.84% | 66.67% | 12.69% | 14.81% | 7.41% |
| RNAEditor | 89.58% | 69.49% | 98.50% | 82.73% | 95.35% | 81.49% | 40.59% | 1.98% |
| Prediction | 63.54% | 15.25% | 84.96% | 36.00% | 31.03% | 25.86% | 7.83% | 17.39% |