Table 4 The performance comparison of four methods on three datasets under CV3.

From: Prioritizing antiviral drugs against SARS-CoV-2 by integrating viral complete genome sequences and drug chemical structures

Datasets

Methods

Sensitivity

Specificity

F1 score

Accuracy

AUC

Dataset 1

NGRHMDA

0.5783

0.5567

0.0615

0.5572

0.6459

SMiR-NBI

0.8331

0.1936

0.0385

0.2079

0.5723

LRLSHMDA

0.8034

0.5813

0.1119

0.5863

0.8403

VDA-RWR

0.4824

0.7831

0.1153

0.8278

0.8582

Dataset 2

NGRHMDA

0.4544

0.3562

0.0218

0.3581

0.3011

SMiR-NBI

0.8349

0.0942

0.0336

0.1080

0.4156

LRLSHMDA

0.7838

0.4840

0.0733

0.4896

0.8248

VDA-RWR

0.5022

0.6643

0.0574

0.6613

0.6675

Dataset 3

NGRHMDA

0.3582

0.4081

0.0119

0.4074

0.2554

SMiR-NBI

0.9230

0.0427

0.0230

0.0536

0.4365

LRLSHMDA

0.8124

0.5239

0.0552

0.5275

0.8169

VDA-RWR

0.5053

0.7057

0.0556

0.7032

0.7123

  1. Bold values indicates the best values for the different methods under the same evaluation.
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