AIM:-Data reduction using variance threshold, univariate feature selection, recursive feature elimination, PCA This blog is about how we perform data reduction using variance threshold, univariate feature selection, recursive feature elimination, PCA. About the dataset:- For this practical, I have used the “Iris” dataset which is loaded by sklearn. Fig.Load dataset using sklearn After that let see the dataset information.