format_data: Format data for modeling

In MirzaCengic/LUpak:

Description

Prepares data for modeling. Gives list with training and evaluation data needed for the model.

Usage

format_data(explanatory_variables, response_variable, evaluation_data,
  explanatory_variables_eval, VIF_select = FALSE, cross_validate = FALSE,
  threshold = 10)

Arguments

explanatory_variables	Raster data, output from get_rasters().
response_variable	Data for fitting, output from load_PA().
evaluation_data	Data for evaluation, output from load_PA(). Necessary if cross_validate = FALSE.
explanatory_variables_eval	Raster stack of explanatory variables used for hind casting. Necessary only if cross_validate = FALSE.
VIF_select	Do VIF selection of predictiors (only works now for cross_validate = TRUE). Not necessary, since VIF selection is now done a priori.
cross_validate	Assess models on cross validated or hind casted dataset. Default is FALSE.
threshold	Thershold for VIF calculation. Not needed anymore (see VIF_select arg).

Value

List of 2. Training data and evaluation data.

Examples

None.

MirzaCengic/LUpak documentation built on July 18, 2019, 3:06 a.m.