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Table 3 Top 15 best performance interaction types

From: CGINet: graph convolutional network-based model for identifying chemical-gene interaction in an integrated multi-relational graph

Parent type

Interaction type

AUPRC

Edges

Metabolic processing

decreases^sumoylation

0.997

392

Metabolic processing

decreases^cleavage

0.993

188

–

increases^localization

0.991

918

Transport

decreases^uptake

0.989

266

Metabolic processing

increases^sumoylation

0.989

933

Metabolic processing

increases^cleavage

0.988

3872

Metabolic processing

affects^chemical synthesis

0.981

181

–

decreases^localization

0.980

224

Metabolic processing

decreases^acetylation

0.969

147

Metabolic processing

increases^degradation

0.966

1511

–

decreases^response to substance

0.960

5891

Metabolic processing

increases^phosphorylation

0.956

12,644

Metabolic processing

increases^chemical synthesis

0.955

6269

Metabolic processing

affects^phosphorylation

0.954

644

Metabolic processing

increases^ubiquitination

0.948

241