Graph-based machine learning model for weight prediction in protein–protein networks

BMC Bioinformatics

Table 4 MRAE of predicted scores accros STRING channels

Channel	Without aggregations and L3	Without aggregations	Without L3	ALL features
Combined-score	117.01	98.00	65.19	52.88
Coexpression	88.30	61.98	44.29	33.12
Cooccurence	89.14	69.30	57.11	48.10
Database	132.76	119.21	89.51	77.31
Experimental	114.56	89.14	63.99	54.16
Fusion	44.91	34.99	24.83	12.55
Neighborhood	79.10	54.6	33.29	23.44
Text mining	137.10	111.21	99.29	86.49

ISSN: 1471-2105