1D-CNN

RNN

LSTM

Transformer

Siam-CNN

Siam-CNN-LSTM

Accuracy

0.9172

0.8355

0.9359

0.9517

0.9632

0.9655

Precision

0.8839

0.7519

0.9016

0.9232

0.9626

0.9510

Recall

0.8241

0.6588

0.8784

0.9119

0.9149

0.9308

F1-score

0.8529

0.7023

0.8898

0.9175

0.9381

0.9408

AUC

0.8898

0.7840

0.9192

0.9401

0.9496

0.9554

灵敏度/敏感性

0.9555

0.9092

0.9599

0.9683

0.9844

0.9799

假阳性/误诊率

0.1758

0.3411

0.1215

0.0880

0.0850

0.0691

假阴性/漏诊率

0.0444

0.0907

0.0400

0.0316

0.0155

0.0200