Available Screening Functions — listAvailableScreeningFunctions • featscreen

This function returns the currently available screening functions.

Usage

listAvailableScreeningFunctions(
  x = c("all", "unsupervised", "supervised"),
  show.wrapper = FALSE
)

Arguments

x: character string indicating whether to return all screening methods (all), the unsupervised screening methods (unsupervised) or the supervised screening methods (supervised).
show.wrapper: logical indicating whether to return the ids for the supervised screening functions with or without wrapper functions.

Value

A data frame with two columns:

id: the id of the screening function, to be used in the function calls
name: the name of the screening function

Author

Alessandro Barberis

Examples


#List available methods
listAvailableScreeningFunctions()
#>                id                     name
#> 1   missing.value     rowMissingValueRatio
#> 2    above.median  rowAboveMedianFreqRatio
#> 3   above.minimum     rowAboveMinFreqRatio
#> 4          median               rowMedians
#> 5     variability           rowVariability
#> 6         pearson            rowPearsonCor
#> 7        spearman           rowSpearmanCor
#> 8         kendall            rowKendallCor
#> 9    t.test.equal             rowEqualVarT
#> 10 t.test.unequal           rowUnequalVarT
#> 11  t.test.paired               rowPairedT
#> 12 w.test.ranksum             rowWilcoxonT
#> 13  w.test.paired       rowPairedWilcoxonT
#> 14    anova.equal   rowEqualVarOneWayAnova
#> 15  anova.unequal rowUnequalVarOneWayAnova
#> 16 kruskal.wallis         rowKruskalWallis
#> 17     chisq.test          rowPearsonChiSq
#> 18          coxph                 rowCoxPH
#> 19    moderated.t            rowModeratedT
#> 20    moderated.F  rowModeratedOneWayAnova
#> 21       sam.test         rowSamStatistics