Table 3 Selected features obtained after applying feature selection techniques
Features category | ||
|---|---|---|
Network features | Sequence features | Functional features |
Clustering Coefficient | Charge | GO:0006916 ~ anti-apoptosis |
Degree | Isoelectric Point | GO:0010942 ~ positive regulation of cell death |
Average Shortest Path Length | R = Arg | GO:0043068 ~ positive regulation of programmed cell death |
Closeness Centrality | Acidic | GO:0043066 ~ negative regulation of apoptosis |
Neighborhood Connectivity | Â | GO:0009725 ~ response to hormone stimulus |
GO:0009719 ~ response to endogenous stimulus | ||
GO:0043005 ~ neuron projection | ||
GO:0010941 ~ regulation of cell death | ||
GO:0010033 ~ response to organic substance | ||
GO:0032268 ~ regulation of cellular protein metabolic process | ||
GO:0019899 ~ enzyme binding | ||
Mutagenesis site | ||
GO:0044093 ~ positive regulation of molecular function | ||
GO:0008219 ~ cell death | ||
Transmembrane protein | ||
Lipoprotein | ||
Active site: Proton acceptor | ||
GO:0016023 ~ cytoplasmic membrane-bounded vesicle | ||
GO:0042802 ~ identical protein binding | ||
GO:0031982 ~ vesicle | ||
Disease mutation | ||
GO:0042127 ~ regulation of cell proliferation | ||
GO:0000267 ~ cell fraction | ||
GO:0005624 ~ membrane fraction | ||