Create an AddiVortes Object — new_AddiVortes • AddiVortes

A constructor for the AddiVortes class.

Usage

new_AddiVortes(
  posteriorTess,
  posteriorDim,
  posteriorSigma,
  posteriorPred,
  xCentres,
  xRanges,
  yCentre,
  yRange,
  inSampleRmse,
  metric = "E",
  members = rep(1, length(xCentres)),
  metric_aug = "E",
  member_aug = rep(1, length(xCentres)),
  catEncoding = NULL
)

Arguments

posteriorTess: A list of the posterior samples of the tessellations.
posteriorDim: A list of the posterior samples of the dimensions.
posteriorSigma: A list of the posterior samples of the error variance.
posteriorPred: A list of the posterior samples of the predictions.
xCentres: The centres of the covariates.
xRanges: The ranges of the covariates.
yCentre: The centre of the output values.
yRange: The range of the output values.
inSampleRmse: The in-sample RMSE.
metric: The metric used for scaling covariates (default "E" for Euclidean).
members: The membership vector for the covariates
metric_aug: The augmented metric after categorical variables are converted to one-hot
member_aug: The membership vector corresponding to metric_aug
catEncoding: Optional list of categorical encoding metadata returned by encodeCategories_internal, or NULL if no categorical covariates were present.

Value

An object of class AddiVortes.