Random Forest functions for the Census of Marine Life synthesis project.


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Documentation for package ‘gradientForest’ version 0.1-37

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combinedGradientForest Combine gradientForest objects
CoMLsimulation Simulated site-species data
cumimp Cumulative Importance of predictors for a 'gradientForest' object
cumimp.combinedGradientForest Cumulative Importance of predictors for a 'combinedGradientForest' object
cumimp.gradientForest Cumulative Importance of predictors for a 'gradientForest' object
density.combinedGradientForest Gaussian kernel density estimates
density.gradientForest Gaussian kernel density estimates
GBRexample Great Barrier Reef example data
gf.GBR Great Barrier Reef example data
gradientForest Create gradientforest objects
importance.combinedGradientForest Importance of predictors or species for a 'combinedGradientForest' object
importance.gradientForest Importance of the variables in a 'gradientForest' or 'combinedGradientForest' object
Phys_grid Great Barrier Reef example data
Phys_site Great Barrier Reef example data
plot.combinedGradientForest Plots for 'combinedGradientForest' objects
plot.gradientForest Plots for gradientForest objects
plot.predict.combinedGradientForest Plot a 'gradientForest' prediction in geographical space
plot.predict.gradientForest Plot a 'gradientForest' prediction in geographical space
predict.combinedGradientForest Predict for gradientForest
predict.gradientForest Predict for gradientForest
print.combinedGradientForest Printing 'gradientForest' or 'combinedGradientForest' objects
print.gradientForest Printing 'gradientForest' or 'combinedGradientForest' objects
Sp_mat Great Barrier Reef example data
Xsimulation Simulated site-species data
Ysimulation Simulated site-species data