Fast Correlation Based Filter for Feature Selection

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Documentation for package ‘FCBF’ version 1.5.1

Help Pages

discretize_exprs discretize_exprs Simple discretizing of gene expression
discretize_exprs_supervised supervised_disc_df
discretize_gene_supervised discretize_gene_supervised
fcbf Fast Correlation Based Filter function.
get_ig Get information gain
get_su Symmetrical Uncertainty diagnostic
IG Information Gain This functions runs Information Gain for two features, returning the score
plot_one_module plot_one_module
scDengue Dengue infected macrophages; gene expression data from GEO study GSE110496
SU Symmetrical Uncertainty diagnostic This functions runs symmetrical uncertainty for two features, returning the score
su_plot Symmetrical Uncertainty diagnostic