NO. | Indicators | Factors | accuracy | AUC | OOB |
---|---|---|---|---|---|
8 | All clinical features | age + menopause+HPV + gravidity+parity+TCT | 60.00 | 75.20 | 28.89 |
9 | Significant genes | TGFBR2+ FOXO1 + CTBP2 | 71.11 | 70.54 | 26.67 |
10 | Significant genes + significant clinical features | TGFBR2 + CTBP2 + FOXO1 + HPV + TCT | 77.78 | 92.09 | 26.67 |
11 | Genes as the risk factors in unvariable logistic analysis | CTBP2 + FOXO1 | 73.33 | 74.51 | 40.00 |
12 | Genes as the risk factors in unvariable logistic analysis + Significant genes | CTBP2 + FOXO1 + HPV + TCT | 84.44 | 90.51 | 22.22 |
13 | Genes as the independent factors in multivariable logistic analysis | CTBP2 | / | / | / |
14 | Genes as the independent factors in multivariable logistic analysis | CTBP2 + HPV + TCT | 75.56 | 85.38 | 26.67 |