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Table 2 AUPR results for the compared methods

From: Drug-target interaction prediction with tree-ensemble learning and output space reconstruction

AUPR

Data

BICTR

eBICT

NRLMF

BLMNII

STC

 

TdĂ—Lp

NR

0.480

0.444*

0.501

0.436

0.467

GR

0.334

0.329

0.349

0.312

0.324

IC

0.329

0.317*

0.329

0.213*

0.307

E

0.314

0.316

0.367*

0.255*

0.353

Avg

0.364

0.352

0.387

0.304

0.363

 

LdĂ—Tp

NR

0.555

0.424*

0.485*

0.338*

0.384*

GR

0.523

0.504*

0.406*

0.324*

0.365*

IC

0.808

0.791*

0.798

0.724*

0.779*

E

0.785

0.784

0.795*

0.735*

0.752*

Avg

0.668

0.626

0.621

0.530

0.570

 

TdĂ—Tp

NR

0.160

0.151

0.168

0.100

0.080*

GR

0.156

0.156

0.168

0.042*

0.079*

IC

0.233

0.229

0.227

0.041*

0.198*

E

0.214

0.218

0.263*

0.016*

0.190*

Avg

0.191

0.189

0.207

0.050

0.137

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BMC Bioinformatics

ISSN: 1471-2105

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