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) [[alternative HTML version deleted]]