This function makes life simple by providing a VarClus plot.

plotVarClus(dataset, metrics, correlation = "spearman",
  correlation.threshold = 0.7)

Arguments

dataset

a data frame for data

metrics

a vector of characters or a vector of characters for independent variables

correlation

a character for correlation measures (e.g., Spearman rank correlation), default = spearman

correlation.threshold

a numeric for correlation coefficient threshold value

Examples

Data = loadDefectDataset('camel-1.0','ck') plotVarClus(dataset = Data$data, metrics = Data$indep)
#> Warning: "labels" is not a graphical parameter
#> Warning: "hang" is not a graphical parameter
#> Warning: "labels" is not a graphical parameter
#> Warning: "hang" is not a graphical parameter