Model-fitting: Fit predictive models

In lulcc: Land Use Change Modelling in R

Description

These functions fit parametric and non-parametric models to data.

Usage

glmModels(formula, family = binomial, model = FALSE, ..., obs,
  categories = NA, labels = NA)

randomForestModels(formula, ..., obs, categories = NA, labels = NA)

rpartModels(formula, ..., obs, categories = NA, labels = NA)

Arguments

formula	list containing formula objects
family	see glm. Default is 'binomial'. Only used by glmModels
model	see glm. Default is FALSE. Only used by glmModels
...	additional arguments to specific functions
obs	an ObsLulcRasterStack object
categories	numeric vector of land use categories in observed maps. Only required if 'obs' is missing
labels	character vector (optional) with labels corresponding to categories. Only required if 'obs' is missing

Value

A PredictiveModelList object.

See Also

glm, rpart::rpart, randomForest::randomForest

Examples

## see lulcc-package examples

lulcc documentation built on May 1, 2019, 7:05 p.m.