# Fast Correlation Based Filter for Feature Selection

## Documentation for package ‘FCBF’ version 2.4.0

- 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