least-absolute-selection-and-shrinkage-operator

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eupassarinho / soil-carbon-and-spectroscopy-with-PLS-and-LASSO

R scripts for predicting soil organic carbon using soil spectral library from visible, near-infrared and shortwave-infrared (VNIR) and middle-infrared (MIR) using LASSO and PLS regression methods and the target-oriented cross-validation strategy.

machine-learning cross-validation remote-sensing partial-least-squares-regression precision-agriculture soil-spectroscopy soil-science soil-organic-carbon least-absolute-selection-and-shrinkage-operator soil-horizons proximal-sensing diffuse-reflectance

Updated Aug 20, 2023
R

matthijsknigge / elastic-net-regularization

Star

Imputing immunogenic phenotypes using Elastic Net to infer causality between gut microbiome and immune system.

machine-learning r r-package ridge-regression ols-regression tss elastic-net shrinkage-estimators fold-cross-validation mwas elastic-net-regularization microbiome-wide-association-study guass-markov-theorem regulzarization least-absolute-selection-and-shrinkage-operator

Updated Apr 25, 2023
R

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