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


[Up] [Top]

Documentation for package ‘ModelMap’ version 2.1.1

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