Table 6 The T-test and Wilcoxon rank-sum test results obtained by comparing LDA-GMCB with LDA-VGHB and GEnDDn.

From: Decoding potential lncRNA and disease associations through graph representation learning and gradient boosting with histogram

Metric

Dataset

LDA-VGHB

GEnDDn

  

T-test

Wilcoxon rank-sum test

T-test

Wilcoxon rank-sum test

AUC (P-value)

lncRNADisease v2.0

2.85E−09

1.96E−08

8.03E−14

1.20E−11

MNDR

2.00E−10

4.09E−09

1.11E−22

8.48E−17

lncRNADisease v3.0

3.24E−23

5.33E−16

5.58E−17

8.53E−13

AUPR (P-value)

lncRNADisease v2.0

5.88E−09

2.05E−08

1.71E−10

1.17E−09

MNDR

2.42E−06

9.68E−05

1.75E−17

4.69E−15

lncRNADisease v3.0

1.06E−14

9.46E−12

3.07E−07

1.04E−06