Identification of protein functions using a machine-learning approach based on sequence-derived properties

Table 1 Negative samples for the fatty acid metabolism protein class

Protein class	Number of proteins
Transport	637
Transcription	538
Gluconate utilisation	60
Amino acid biosynthesis	393
DNA-binding	486
Acetylcholine receptor inhibitor	103
G-protein coupled receptor	220
Guanine nucleotide-releasing factor	370
Fibre protein	47
Transmembrane	351
Oxidoreductases	58
Hydrolases	75
Isomerases	50
Lyases	72
Other proteins	354

ISSN: 1477-5956