query: What are the disadvantages of using Lasso for feature selection in classification problems?
positive_passages.docid: 20101
positive_passages.text: What are disadvantages of using the lasso for variable selection for regression?
negative_passages.docid: 88516
negative_passages.text: Is dimensionality reduction almost always useful for classification?
negative_passages.docid: 47453
negative_passages.text: Why will ridge regression not shrink some coefficients to zero like lasso?
negative_passages.docid: 153341
negative_passages.text: Lasso regression feature selection
negative_passages.docid: 84290
negative_passages.text: Testing for coefficients significance in Lasso logistic regression
negative_passages.docid: 15668
negative_passages.text: Are numerical variables must for random forest algorithm?
negative_passages.docid: 156390
negative_passages.text: Gradient Boosting for Linear Regression - why does it not work?
negative_passages.docid: 53330
negative_passages.text: Lasso and statistical signficance of selected variables
negative_passages.docid: 21979
negative_passages.text: Feature selection for "final" model when performing cross-validation in machine learning
negative_passages.docid: 51084
negative_passages.text: Won't highly-correlated variables in random forest distort accuracy and feature-selection?
negative_passages.docid: 81983
negative_passages.text: Variable coefficient rises, then falls as lambda decreases (LASSO)
negative_passages.docid: 73699
negative_passages.text: How to understand the drawbacks of K-means
negative_passages.docid: 96264
negative_passages.text: What is "step size" in LASSO regression?
negative_passages.docid: 58249
negative_passages.text: Why do we use a Least Squares fit?
negative_passages.docid: 57060
negative_passages.text: Is normalizing the features always good for classification?
negative_passages.docid: 102449
negative_passages.text: Weighting features prior to SVM
negative_passages.docid: 648
negative_passages.text: How should Feature Selection and Hyperparameter optimization be ordered in the machine learning pipeline?