These functions complements mlr_filters with a function in the spirit of mlr3::mlr_sugar.
Arguments
- .key
(
character(1)
)
Key passed to the respective dictionary to retrieve the object.- ...
(any)
Additional arguments.- .keys
(
character()
)
Keys passed to the respective dictionary to retrieve multiple objects.
Examples
flt("correlation", method = "kendall")
#> <FilterCorrelation:correlation>: Correlation
#> Task Types: regr
#> Properties: missings
#> Task Properties: -
#> Packages: stats
#> Feature types: integer, numeric
flts(c("mrmr", "jmim"))
#> $mrmr
#> <FilterMRMR:mrmr>: Minimum Redundancy Maximal Relevancy
#> Task Types: classif, regr
#> Properties: -
#> Task Properties: -
#> Packages: praznik
#> Feature types: integer, numeric, factor, ordered
#>
#> $jmim
#> <FilterJMIM:jmim>: Minimal Joint Mutual Information Maximization
#> Task Types: classif, regr
#> Properties: -
#> Task Properties: -
#> Packages: praznik
#> Feature types: integer, numeric, factor, ordered
#>