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 |