Advanced predictive methods for wine age prediction: Part I - A comparison study of single-block regression approaches based on variable selection, penalized regression, latent variables and tree-based ensemble methods
Keywords: Regression methods; Wine age prediction; Madeira wine; Sparsity; Collinearity;