Man pages for randomForestSRC
Fast Unified Random Forests for Survival, Regression, and Classification (RF-SRC)
| breast | Wisconsin Prognostic Breast Cancer Data |
| classification.performance | Classification Performance Metrics |
| fast.saveload | Fast Saving and Loading Objects |
| follic | Follicular Cell Lymphoma |
| get.tree.rfsrc | Extract a Single Tree from a Forest and plot it on your... |
| hd | Hodgkin's Disease |
| holdout.vimp.rfsrc | Hold out variable importance (VIMP) |
| housing | Ames Iowa Housing Data |
| imbalanced.rfsrc | Random Forests for Imbalanced Two-Class Classification |
| impute.learn.rfsrc | Learn a predictive imputer for test-time imputation and OOD... |
| impute.rfsrc | Impute Only Mode |
| max.subtree.rfsrc | Acquire Maximal Subtree Information |
| multivariate.values | Extracting Multivariate Values |
| nutrigenomic | Nutrigenomic Study |
| partial.rfsrc | Compute Partial Dependence Values |
| pbc | Primary Biliary Cirrhosis (PBC) Data |
| peakVO2 | Systolic Heart Failure Data |
| plot.competing.risk.rfsrc | Plots for Competing Risks |
| plot.quantreg.rfsrc | Plot Conditional Quantiles and CRPS Diagnostics |
| plot.rfsrc | Plot Error Rate and Variable Importance from a RF-SRC... |
| plot.subsample.rfsrc | Plot Subsampling Confidence Intervals for Variable Importance |
| plot.survival.rfsrc | Survival Prediction Performance and Diagnostic Plots |
| plot.variable.rfsrc | Plot Marginal and Partial Dependence of Predictors |
| predict.rfsrc | Prediction for Random Forests for Survival, Regression, and... |
| print.rfsrc | Print Summary Output of a RF-SRC Analysis |
| quantreg.rfsrc | Quantile Regression Forests |
| randomForestSRC_package | Fast Unified Random Forests for Survival, Regression, and... |
| rfsrc | Fast Unified Random Forests for Survival, Regression, and... |
| rfsrc.anonymous | Anonymous Random Forests |
| rfsrc.fast | Fast Random Forests |
| rfsrc.news | Show the NEWS file |
| sidClustering.rfsrc | sidClustering using SID (Staggered Interaction Data) for... |
| subsample.rfsrc | Subsampling Inference for Variable Importance and Prediction... |
| tune.rfsrc | Tune Random Forest for optimal 'mtry' and 'nodesize' |
| vdv | van de Vijver Microarray Breast Cancer |
| veteran | Veteran's Administration Lung Cancer Trial |
| vimp.rfsrc | VIMP for Single or Grouped Variables |
| wihs | Women's Interagency HIV Study (WIHS) |
| wine | White Wine Quality Data |
