mlr3filters (version 0.1.0)

FilterMRMR: Minimum redundancy maximal relevancy filter

Description

Minimum redundancy maximal relevancy filter calling praznik::MRMR() in package praznik.

This filter supports partial scoring (see Filter).

Arguments

Format

R6::R6Class inheriting from Filter.

Construction

FilterMRMR$new()
mlr_filters$get("mrmr")
flt("mrmr")

See Also

Dictionary of Filters: mlr_filters

Other Filter: FilterAUC, FilterAnova, FilterCMIM, FilterCarScore, FilterCorrelation, FilterDISR, FilterImportance, FilterInformationGain, FilterJMIM, FilterJMI, FilterKruskalTest, FilterMIM, FilterNJMIM, FilterPerformance, FilterVariance, Filter, mlr_filters

Examples

Run this code
# NOT RUN {
task = mlr3::tsk("iris")
filter = flt("mrmr")
filter$calculate(task, nfeat = 2)
as.data.table(filter)
# }

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