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Table 3 Top-five most predictive GO terms in the {GO terms, BRF} model

From: Machine learning-based predictions of dietary restriction associations across ageing-related genes

Feature Definition Score \(Ageing_{DR}\) (%) AgeingNotDR  (%) Adjusted p value
GO:0055114 Oxidation–reduction process 100 19.3%
{22/114}
11.58%
{117/1010}
1
GO:0007188 Adenylatecyclase-modulating G protein-coupled receptor
signalling pathway
70.965 13.16%
{15/114}
0.3%
{3/1010}
1.52e−20
GO:1,904,659 Glucose transmembrane transport 67.831 10.53%
{12/114}
0%
{0/1010}
3.76e−20
GO:0007186 G protein-coupled receptor signalling pathway 53.516 15.79%
{18/114}
2.77%
{28/1010}
1.21e-07
GO:0008643 Carbohydrate transport 51.516 9.65%
{11/114}
0.1%
{1/1010}
3.51e−16