Table 5. The most important biological process GO terms in the RF classifiers trained with the GOTerms_2 dataset and feature selection performed using the decision stump ensemble approach.

GO term	Name	Positive class proportion
GO:0051246	Regulation of protein metabolic process	40.8% (127/311)
GO:0071868	Cellular response to monoamine stimulus	11.7% (46/393)
GO:1903350	Response to dopamine	40.8% (127/311)
GO:0006749	Glutathione metabolic process	59.3% (70/118)
GO:0009636	Response to toxic substance	45.5% (106/233)
GO:0071870	Cellular response to catecholamine stimulus	11.7% (46/393)
GO:0006950	Response to stress	25.3% (191/755)
GO:0006091	Generation of precursor metabolites and energy	53.0% (80/151)
GO:0000003	Reproduction	26.3% (174/662)
GO:0046395	Carboxylic acid catabolic process	48.4% (92/190)