# The MCFS-ID Algorithm for Feature Selection and Interdependency Discovery

## Documentation for package ‘rmcfs’ version 1.2.4

- DESCRIPTION file.
- Package NEWS.

## Help Pages

alizadeh | Loads sample data from a lymphoma/leukemia gene expression study
artificial.data | Creates artificial dataset
build.idgraph | Constructs interdependencies graph
export.result | Saves MCFS-ID result into set csv files
filter.data | Filters input data
fix.data | Fixes input data values, column names and attributes types
import.result | Reads csv result files produced by the MCFS-ID Java module
mcfs | MCFS-ID (Monte Carlo Feature Selection and Interdependency Discovery)
plot.idgraph | Plots interdependencies graph
plot.mcfs | Plots various MCFS result components
print.mcfs | Prints mcfs result
read.adh | Reads data from ADH
read.adx | Reads data from ADX
showme | Basic data information
write.adh | Writes data to ADH
write.adx | Writes data to ADX
write.arff | Writes data to ARFF