# MultiDimensional Feature Selection

## Documentation for package ‘MDFS’ version 1.5.3

- DESCRIPTION file.
- Package NEWS.

## Help Pages

AddContrastVariables | Add contrast variables to data
as.data.frame.MDFS | as.data.frame S3 method implementation for MDFS
ComputeInterestingTuples | Interesting tuples
ComputeInterestingTuplesDiscrete | Interesting tuples (discrete)
ComputeMaxInfoGains | Max information gains
ComputeMaxInfoGainsDiscrete | Max information gains (discrete)
ComputePValue | Compute p-values from information gains and return MDFS
Discretize | Discretize variable on demand
GenContrastVariables | Generate contrast variables from data
GetRange | Get the recommended range for multiple discretisations
madelon | An artificial dataset called MADELON
MDFS | Run end-to-end MDFS
mdfs_omp_set_num_threads | Call omp_set_num_threads
plot.MDFS | Plot MDFS details
RelevantVariables | Find indices of relevant variables
RelevantVariables.MDFS | Find indices of relevant variables from MDFS