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Study of model evaluation method and of selection method of tuning parameter in Lasso

Study of model evaluation method and of selection method of tuning parameter in Lasso

High-dimensional data sets have been used extensively in recent years. However, their use is computationally expensive, and model features are difficult to capture. Thus, it is necessary to construct a simple and appropriate model. The least absolute shrinkage and selection operator (Lasso) can estimate several regression coefficients as exactly zero, …