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Table 4 Time-sliced details (Note: Induction includes Train)

From: Neural networks for link prediction in realistic biomedical graphs: a multi-dimensional evaluation of graph embedding-based approaches

 

Link

Time

Link

Link

Dataset

use

slice

count

percentage (%)

BioGRID

Induction

1970-2014

678,994

63.08

 

Train

2013-2014

121,442

11.28

 

Test

2015-2017

397,302

36.91

PubTator

Induction

1873-2003

4,069,683

59.38

 

Train

2001-2003

614,031

5.90

 

Test

2004-2017

2,784,371

40.62