Summarizes factors of a data.frame by tabling them.

Characters and logicals will be treated as factors.

Usage

summarizeLevels(obj, cols = NULL)

Arguments

obj

(data.frame | Task)
Input data.

cols

(character)
Restrict result to columns in cols. Default is all factor, character and logical columns of obj.

Value

(list). Named list of tables.

See also

Other eda_and_preprocess: capLargeValues(), createDummyFeatures(), dropFeatures(), mergeSmallFactorLevels(), normalizeFeatures(), removeConstantFeatures(), summarizeColumns()

Examples

summarizeLevels(iris)
#> $Species
#> 
#>     setosa versicolor  virginica 
#>         50         50         50 
#>