ipls.forward function

Runs the forward iPLS algorithm

Runs the forward iPLS algorithm

ipls.forward(x, y, obj, int.stat, glob.stat, full, cv.scope)

Arguments

  • x: a matrix with predictor values.
  • y: a vector with response values.
  • obj: object with initial settings for iPLS algorithm.
  • int.stat: data frame with initial interval statistics.
  • glob.stat: data frame with initial global statistics.
  • full: logical, if TRUE the procedure will continue even if no improvements is observed.
  • cv.scope: scope for center/scale operations inside CV loop: 'global' — using globally computed mean and std or 'local' — recompute new for each local calibration set.
  • Maintainer: Sergey Kucheryavskiy
  • License: MIT + file LICENSE
  • Last published: 2024-08-19