[R] correlated metrics using AutoSpearman

[Neha gupta]

Hello

I am using feature selection using AutoSpearman but I have no idea what to
do after the 'plotVarClus' function, which is just a graph and red bars are
going out of the input metrics.

My question is what is the next step to perform the feature selection
(exclude correlated metrics).

I used the following code.

library("Rnalytica")
Data = loadDefectDataset("eclipse-2.0")
plotVarClus(dataset = Data$data, metrics = Data$indep,
             correlation = "spearman",
             correlation.threshold = 0.7, vif.threshold = 5)

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