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rightaway006/Penalized-regression-on-high-dimensional-data

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We explored various approaches to deal with high-dimensional data in this study, and we compared them using simulation and soil datasets. We discovered that grouping had a significant impact on model correctness and error reduction. For the core projection step, we first looked at the properties of all the algorithms and how they function to com…

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linear-regression regression high-dimensional-data ridge-regression features oscar multi soil group-lasso penalized-regression lasso-regression fused-lasso elasticnet-regression
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Lasso, Ridge, Elastic Net, OLS Multi Linear Reg, Group Lasso, Fused Lasso and OSCAR Code Latest
Sep 21, 2021

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