fit_earth: Fit an Earth model

In dahcase/mbgstacking: Stacked generalization ensemble model for model-based geostatistics

Description

Fit a multivariate regression spline model using earth::earth. See earth::earth for more details.

Usage

fit_earth(st, model_name = "earth", fold_col = NULL, fold_id = NULL,
  return_model_obj = F)

Arguments

st	stacker governor. Stacking governer object with an earth model initialized. See mbgstacking::init_earth for more details.
model_name	character vector. Name/model identifier of the model to be run
fold_col	character vector. Denotes the name of the column designating the fold for crossvalidation
fold_id	Numeric. Designates the value in fold col that should be held out
return_model_obj	logical. Denotes whether the function should return the earth model object or just predictions.

Value

List object with a data.table of predictions. If return_model_obj==T, the earth command and model object are returned as well

dahcase/mbgstacking documentation built on May 20, 2019, 4:08 p.m.