模型

序列

AUC (95% CI)

准确性

敏感性

特异性

PPV

NPV

LR

T1

0.806 (0.737~0.871)

0.725

0.740

0.711

0.711

0.740

T2

0.754 (0.671~0.836)

0.711

0.671

0.750

0.721

0.704

PD

0.798 (0.722~0.868)

0.732

0.699

0.763

0.739

0.725

联合

0.859 (0.801~0.914)

0.799

0.795

0.803

0.795

0.803

RF

T1

0.867 (0.808~0.917)

0.785

0.753

0.816

0.797

0.775

T2

0.841 (0.775~0.899)

0.772

0.712

0.829

0.800

0.750

PD

0.863 (0.802~0.919)

0.752

0.658

0.842

0.800

0.719

联合

0.905 (0.853~0.948)

0.785

0.726

0.842

0.815

0.762

SVM

T1

0.795 (0.725~0.861)

0.718

0.616

0.816

0.763

0.689

T2

0.834 (0.768~0.898)

0.772

0.740

0.803

0.783

0.763

PD

0.733 (0.697~0.845)

0.691

0.521

0.855

0.776

0.650

联合

0.852 (0.793~0.913)

0.758

0.699

0.816

0.785

0.738