Fast Correlation Based Filter for Feature Selection

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Documentation for package ‘FCBF’ version 2.10.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

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_for_feature_table_and_vector	Get information gain
get_IG_for_vector_pair	Information Gain This functions runs Information Gain for two features, returning the score
get_su_for_feature_table_and_vector	Symmetrical Uncertainty diagnostic
get_SU_for_vector_pair	get_SU_for_vector_pair Formula for symetrical uncertainty as described in Yu, L. and Liu, H. , 2003. This functions runs symmetrical uncertainty for two features, returning the score
scDengue	Dengue infected macrophages; gene expression data from GEO study GSE110496
su_plot	Symmetrical Uncertainty diagnostic