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


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Documentation for package ‘ModelMap’ version 2.0.1

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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.mapmake Map Making
ModelMap Modeling and Map production using Random Forest and Stochastic Gradient Boosting