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Table 1 The testing results of DNA sequence samples of 2000 bp length

From: DeepHBV: a deep learning model to predict hepatitis B virus (HBV) integration sites

Fold No

Loss

Accuracy

Sensitivity

Specificity

AUROC

AUPR

F1-score

MCC

1

1.1799

0.7518

0.7919

0.7452

0.7204

0.6365

0.4752

0.3983

2

1.2281

0.7473

0.7892

0.7407

0.7084

0.6293

0.4585

0.3855

3

1.1282

0.7451

0.7799

0.7396

0.7014

0.6198

0.4534

0.3780

4

1.2226

0.7146

0.7344

0.7125

0.6588

0.5595

0.3326

0.2809

5

1.0598

0.7178

0.7270

0.7167

0.6627

0.5574

0.3553

0.2915

6

1.1714

0.7279

0.7812

0.7217

0.6689

0.5720

0.3749

0.3269

7

1.1656

0.7425

0.7538

0.7406

0.7027

0.6195

0.4582

0.3695

8

1.3303

0.7486

0.8125

0.7393

0.7104

0.6309

0.4508

0.3905

9

0.7810

0.7241

0.7294

0.7234

0.6442

0.5477

0.3876

0.3124

10

1.0883

0.7483

0.7957

0.7409

0.7232

0.6389

0.4580

0.3881

Mean

1.1355

0.7368

0.7695

0.7321

0.6901

0.6012

0.4204

0.3521

SD

0.1385

0.0134

0.0293

0.0114

0.0271

0.0352

0.0494

0.0424

  1. AUROC area under receiver operating characteristic curve; AUPR area under precision-recall curve; MCC Mathews’ correlation coefficient