Table 4. The most important features in the RF classifiers trained with the GOTerms_1 dataset and feature selection performed using the Auto-Filter approach.

GO term	Type	Name	Positive class proportion
GO:0034552	Biological process	Respiratory chain complex II assembly	88.2% (15/17)
GO:0034553	Biological process	Mitochondrial respiratory chain complex II assembly	88.2% (15/17)
GO:0015689	Biological process	Molybdate ion transport	80% (8/10)
GO:0015098	Molecular function	Molybdate ion transmembrane transporter activity	80% (8/10)
GO:0004965	Molecular function	G protein-coupled GABA receptor activity	0% (0/29)
GO:0007214	Biological process	Gamma-aminobutyric acid signalling pathway	0% (0/29)
GO:0015288	Molecular function	Porin activity	81% (13/16)
GO:0005052	Molecular function	Peroxisome matrix targeting signal-1 binding	80% (12/15)
GO:0016560	Biological process	Protein import into peroxisome matrix, docking	80% (12/15)
GO:0015098	Molecular function	Molybdate ion transmembrane transporter activity	80% (8/10)