Table 6. SCLC detection rate of GEP model 1 and model 2.
Model 1 | Model 2 | |||
---|---|---|---|---|
Training set | Test set | Training set | Test set | |
n = 240 | n = 60 | n = 240 | n = 60 | |
Accuracy | 93.75% | 93.33% | 93.75% | 91.67% |
Sensitivity | 92.17% | 93.33% | 89.57% | 86.67% |
Specificity | 95.20% | 93.33% | 97.60% | 96.67% |
Error | 6.25% | 6.67% | 6.25% | 8.33% |
CC | 0.87 | 0.87 | 0.88 | 0.84 |
MSE | 0.06 | 0.07 | 0.06 | 0.08 |
RAE | 0.13 | 0.12 | 0.13 | 0.17 |
MAE | 0.06 | 0.06 | 0.06 | 0.08 |
RSE | 0.25 | 0.27 | 0.25 | 0.33 |
CC = Correlation Coefficient; MSE = Mean Squared Error; RAE = Root Mean Squared Error; MAE = Mean Absolute Error; RSE = Relative Squared Error.