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…
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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Updated
Sep 21, 2021 - TeX