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Table 4 Analysis of GP models for each dataset

From: Evolving knowledge graph similarity for supervised learning in complex biomedical domains

Dataset

BP

CC

MF

Length

STRING-EC

0.362

0.446

0.192

66.9

STRING-DM

0.401

0.337

0.263

134.8

BIND-SC

0.327

0.397

0.277

128.9

DIP/MIPS-SC

0.479

0.359

0.162

30.9

STRING-SC

0.404

0.387

0.209

52.5

DIP-HS

0.477

0.337

0.187

61.7

STRING-HS

0.434

0.306

0.260

35.7

GRID/HPRD-unbal-HS

0.371

0.337

0.292

30.3

GRID/HPRD-bal-HS

0.452

0.289

0.259

36.5

Average

0.412

0.355

0.233

64.244

Species-agnostic

0.473

0.390

0.137

55.1