ML Models#

Linear models:#

  • Ordinary Least Squares regression (OLS)

  • Ridge regression REF

  • Least absolute shrinkage and selection operator (lasso) regression REF

  • Partial Least Squares (PLS) regression REF

Nonlinear models:#

  • Support Vector Regression (SVR) REF

  • Decision Tree (DT) regression REF

  • Random Forest (RF) regression REF

  • Gradient Boosting (GB) regression REF

  • Multilayer Perceptron (MLP) regression REF