Table 5 The accuracy of spurious link identification measured by AUC for the seven real networks.

From: Predicting missing links and identifying spurious links via likelihood analysis

AUC

Ours

CN

AA

RA

Katz

HSM

SBM

CAR

CPA

CAA

CRA

CJC

Jazz

0.983

0.954

0.960

0.969

0.970

0.884

0.933

0.956

0.953

0.958

0.964

0.955

Metabolic

0.972

0.942

0.966

0.969

0.943

0.815

0.920

0.926

0.916

0.941

0.954

0.924

C. elegans

0.909

0.858

0.872

0.875

0.867

0.806

0.894

0.804

0.822

0.806

0.811

0.813

USAir

0.974

0.942

0.953

0.958

0.940

0.868

0.951

0.925

0.923

0.928

0.934

0.924

FWF

0.955

0.621

0.623

0.626

0.729

0.779

0.917

0.641

0.643

0.651

0.658

0.650

FWM

0.945

0.717

0.719

0.721

0.777

0.819

0.923

0.734

0.731

0.740

0.744

0.736

Macaca

0.990

0.944

0.945

0.947

0.943

0.920

0.984

0.943

0.946

0.944

0.947

0.946

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