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Table 4 Performances on the network of different sparsity

From: Graph embedding ensemble methods based on the heterogeneous network for lncRNA-miRNA interaction prediction

Removal ratio

LE

GraRep

HOPE

DeepWalk

GAE

GEEL-PI

GEEL-FI

10%

0.6496

0.6666

0.6448

0.6341

0.6537

0.6858

0.6838

20%

0.6323

0.6524

0.6311

0.6192

0.6254

0.6744

0.6719

30%

0.6124

0.6355

0.6171

0.5982

0.6206

0.6561

0.6579

40%

0.5884

0.6156

0.5959

0.5761

0.6009

0.6347

0.6372

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BMC Genomics

ISSN: 1471-2164

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