Table 1 Results for association prediction for all techniques under the 3 cross validation settings.

From: A computational approach to aid clinicians in selecting anti-viral drugs for COVID-19 trials

 

Metric

MC

MF

DMF

GRMF

GRMC

GRBMC

CV1

AUC

0.5959

0.6753

0.6974

0.8652

0.8279

0.8834

AUPR

0.3238

0.2656

0.2615

0.4812

0.4445

0.5220

CV2

AUC

0.4909

0.5033

0.5704

0.7346

0.6705

0.6632

AUPR

0.1106

0.0504

0.0855

0.3112

0.2951

0.2746

CV3

AUC

0.5438

0.5215

0.4529

0.7806

0.7507

0.8181

AUPR

0.0538

0.0637

0.0824

0.4265

0.4333

0.4383

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