Modeling and Map Production using Random Forest and Related Stochastic Models


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Documentation for package ‘ModelMap’ version 3.4.0.4

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ModelMap-package Modeling and Map Production using Random Forest and Related Stochastic Models
build.rastLUT Build a raster Look-UP-Table for training dataset
col2trans colors to transparent colors
get.test Randomly Divide Data into Training and Test Sets
model.build Model Building
model.diagnostics Model Predictions and Diagnostics
model.explore Exploratory data analysis
model.importance.plot Compares the variable importance of two models with a back to back barchart.
model.interaction.plot plot of two-way model interactions
model.mapmake Map Making
ModelMap Modeling and Map Production using Random Forest and Related Stochastic Models