mlr3filters (version 0.1.1)

FilterJMIM: Minimal Joint Mutual Information Maximisation Filter

Description

Minimal joint mutual information maximisation filter calling praznik::JMIM() in package praznik.

This filter supports partial scoring (see Filter).

Format

R6::R6Class inheriting from Filter.

Construction

FilterJMIM$new()
mlr_filters$get("jmim")
flt("jmim")

See Also

Dictionary of Filters: mlr_filters

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

Examples

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