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Table 2 Paired samples correlation of the LDMGNN model with 11 baseline models

From: Long-distance dependency combined multi-hop graph neural networks for protein–protein interactions prediction

  

N

Correlation

Sig.

Pair 1

LDMGNN &SVM

6

0.976

0.001

Pair 2

LDMGNN &RF

6

0.917

0.010

Pair 3

LDMGNN &LR

6

0.920

0.009

Pair 4

LDMGNN &HIN2Vec

6

0.916

0.010

Pair 5

LDMGNN &SDNE

6

0.953

0.003

Pair 6

LDMGNN &LPIDLDN

6

0.938

0.006

Pair 7

LDMGNN &LPIdeepGBDT

6

0.929

0.007

Pair 8

LDMGNN &DTICDF

6

0.943

0.005

Pair 9

LDMGNN &PIPR

6

0.916

0.010

Pair 10

LDMGNN &GAT

6

0.938

0.006

Pair 11

LDMGNN &GNNPPI

6

0.965

0.002

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BMC Bioinformatics

ISSN: 1471-2105

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