Table 3 Performance of the C, CT, MBR, CMBR and CTMBR models.
Evaluation index | C model | CT model | MBR model | CMBR model | CTMBR model | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Training set | Validation set | Training set | Validation set | Training set | Validation set | Training set | Validation set | Training set | Validation set | ||
AUC | 0.7053 | 0.6103 | 0.7512 | 0.6294 | 0.9841 | 0.7835 | 0.9891 | 0.7871 | 0.9907 | 0.7916 | |
Accuracy | 81.80% | 66.42% | 83.65% | 70.11% | 94.96% | 92.59% | 96.15% | 93.19% | 96.44% | 93.33% | |
PPV | 92.59% | 86.02% | 93.57% | 88.48% | 95.34% | 93.45% | 95.76% | 93.65% | 96.13% | 94.02% | |
NPV | 60.43% | 40.23% | 63.43% | 44.37% | 88.26% | 89.74% | 91.57% | 91.03% | 91.67% | 91.08% | |
