R/getPCAFeatures.R

In rgmantovani/MfeatAnalysis: Extract meta-features from classification datasets

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#  TODO: add tomas ref:

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getPCAFeatures = function(data, sigma = 0.1) {
  
  pca = kernlab::kpca(~., data = data, kernel = "rbfdot", 
    kpar = list(sigma=sigma), th = 0)
  ret = pca@eig
  names(ret) = paste0("PCA.", names(ret))
  
  return(ret)
}

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