rGEDI (version 0.6.0)

fit_model: Fit a GEDI statistical or random-forest model

Description

Fit a GEDI statistical or random-forest model

Usage

fit_model(
  x,
  y,
  method = c("randomForest", "lm"),
  test = c("none", "split", "kfold", "loocv", "bootstrap"),
  k = 5L,
  test_size = 0.3,
  iterations = 100L,
  seed = NULL,
  ...
)

Value

An object of class gedi_model.

Arguments

x

Predictor data frame.

y

Response vector or response column name in x.

method

"randomForest" or "lm".

test

Validation method: "none", "split", "kfold", "loocv", or "bootstrap".

k

Number of folds.

test_size

Fraction held out for split validation.

iterations

Bootstrap iterations.

seed

Optional random seed.

...

Model arguments.