# Creates Random Forest and Stochastic Gradient Boosting Models, and applies them to GIS .img files to build detailed prediction maps.

## Documentation for package ‘ModelMap’ version 2.1.1

- DESCRIPTION file.
- Overview of user guides and package vignettes; browse directory.

## Help Pages

ModelMap-package | Modeling and Map production using Random Forest and Stochastic Gradient Boosting
build.rastLUT | Build a raster Look-UP-Table for training dataset
get.test | Randomly Divide Data into Training and Test Sets
model.build | Model Building
model.diagnostics | Model Predictions and Diagnostics
model.interaction.plot | plot of two-way model interactions
model.mapmake | Map Making
ModelMap | Modeling and Map production using Random Forest and Stochastic Gradient Boosting