Random Forests, Linear Trees, and Gradient Boosting for
Inference and Interpretability
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Documentation for package ‘Rforestry’ version 0.11.1.0
Help Pages
| addTrees | addTrees-forestry |
| autoforestry | autoforestry-forestry |
| autohonestRF | Honest Random Forest |
| compute_lp | compute lp distances |
| compute_lp-forestry | compute lp distances |
| CppToR_translator | Cpp to R translator |
| forestry | forestry |
| forestry-class | forestry class |
| forest_checker | Checks if forestry object has valid pointer for C++ object. |
| getOOB | getOOB-forestry |
| getOOB-forestry | getOOB-forestry |
| getOOB-method | getOOB-forestry |
| getOOBpreds | getOOBpreds-forestry |
| getOOBpreds-forestry | getOOBpreds-forestry |
| getVI | getVI-forestry |
| honestRF | Honest Random Forest |
| impute_features | Feature imputation using random forests neigborhoods |
| loadForestry | load RF |
| make_savable | make_savable |
| make_savable-method | make_savable |
| multilayer-forestry | Multilayer forestry |
| multilayerForestry | Multilayer forestry |
| plot-forestry | visualize a tree |
| plot.forestry | visualize a tree |
| predict-forestry | predict-forestry |
| predict-multilayer-forestry | predict-multilayer-forestry |
| predict.forestry | predict-forestry |
| predict.multilayerForestry | predict-multilayer-forestry |
| preprocess_testing | preprocess_testing |
| preprocess_training | preprocess_training |
| relinkCPP_prt | relink CPP ptr |
| saveForestry | save RF |
| testing_data_checker | Test data check |
| testing_data_checker-forestry | Test data check |
| training_data_checker | Training data check |