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Table 3 Reweighting-boost noise experiment

From: LncRNA–protein interaction prediction with reweighted feature selection

 

Group 1

Group 2

Group 3

Group 4

Group 5

Dataset

AUC

AUPR

AUC

AUPR

AUC

AUPR

AUC

AUPR

AUC

AUPR

Human 1

0.864

0.853

0.832

0.827

0.824

0.816

0.837

0.821

0.845

0.849

Human 2

0.841

0.814

0.825

0.824

0.838

0.831

0.831

0.819

0.852

0.817

Human 3

0.731

0.726

0.716

0.715

0.729

0.720

0.735

0.727

0.731

0.718

Arabidopsis

0.774

0.763

0.764

0.746

0.771

0.762

0.768

0.775

0.752

0.763

Maize

0.777

0.764

0.773

0.754

0.784

0.769

0.766

0.778

0.743

0.768