Data Science, Machine Learning, Data Analytics, Knowledgebase Analytics, Regularization.
data.frame( Feature = rownames(coef), Coefficient = as.vector(coef) ) # Plot ggplot(coef_df, aes(x = reorder(Feature, Coefficient), y = Coefficient)) + geom_bar(stat = "identity") + coord_flip() + theme_minimal() + labs(title = "Ridge Regression Coefficients", x = "Features", y = "Coefficients")