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GitHub topics: least-absolute-selection-and-shrinkage-operator

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.

Language: R - Size: 35.2 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

matthijsknigge/elastic-net-regularization

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

Language: R - Size: 214 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Related Keywords
least-absolute-selection-and-shrinkage-operator 2 machine-learning 2 tss 1 shrinkage-estimators 1 ridge-regression 1 regulzarization 1 r-package 1 r 1 ols-regression 1 mwas 1 microbiome-wide-association-study 1 guass-markov-theorem 1 fold-cross-validation 1 elastic-net-regularization 1 elastic-net 1 soil-spectroscopy 1 soil-science 1 soil-organic-carbon 1 soil-horizons 1 remote-sensing 1 proximal-sensing 1 precision-agriculture 1 partial-least-squares-regression 1 diffuse-reflectance 1 cross-validation 1