Optimising Random Forest Stability by Determining the Optimal Number of Trees


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Documentation for package ‘optRF’ version 1.2.1

Help Pages

estimate_numtrees Estimate the required number of trees
estimate_stability Estimate the stability of random forest
measure_stability Measure the stability of random forest
opt_importance Optimise random forest for estimation of variable importance
opt_prediction Optimise random forest for prediction
plot_stability Plot random forest stability
SNPdata Simulated data of wheat yield and genomic markers