clusterDT: Produce a variable cluster datatable

In dnegrey/miscTools: R package with miscellaneous tools

Description

clusterDT produces a nicely formatted DT::datatable representation of a mt_variable_cluster or mt_variable_cluster_plus object.

Usage

clusterDT(x, columnFilters = FALSE, highlightVars = NA_character_,
  highlightColor = "yellow", varNameTransform = function(x) {     x })

Arguments

x	mt_variable_cluster or mt_variable_cluster_plus object
columnFilters	logical value; include column filters?
highlightVars	character vector; x$VarName values used to highlight rows
highlightColor	character string; highlight color (valid color)
varNameTransform	function used to transform x$VarName; should take only one parameter and return a character vector of the same length. Example (bold effect): varNameTransform = function(x){paste0("<b>", x, "</b>")}

Value

A datatable representation of a mt_variable_cluster or mt_variable_cluster_plus object.

See Also

variable_cluster, variable_cluster_plus, datatable

Examples

# regular variable cluster
x <- variable_cluster(mtcars, 3)
clusterDT(x)

# variable cluster plus info value
x <- variable_cluster(mtcars[names(mtcars) != "vs"], 3)
y <- lapply(mtcars[names(mtcars) != "vs"], woe, y = mtcars$vs)
y <- lapply(y, infoValue)
z <- variable_cluster_plus(x, y)
clusterDT(z)

# variable cluster plus R-squared
x <- variable_cluster(mtcars[names(mtcars) != "mpg"], 3)
y <- lapply(mtcars[names(mtcars) != "mpg"], nrsq, y = mtcars$mpg)
z <- variable_cluster_plus(x, y)
clusterDT(z)

dnegrey/miscTools documentation built on May 3, 2019, 2:57 p.m.