Man pages for RTIInternational/mobForest
Model Based Random Forest Analysis
| bootstrap | This method computes predicted outcome for each observation... |
| compute.acc | Predictive accuracy estimates across trees for logistic... |
| compute.mse | Predictive accuracy estimates (MSE) across trees for linear... |
| compute.r2 | Predictive accuracy estimates across trees for linear or... |
| get.mf.object.glm | Fit a general linear model to a mobForest model |
| get.mf.object.lm | Fit a linear model to a mobForest model |
| get.pred.values | Get predictions summarized across trees for out-of-bag cases... |
| get.varimp-methods | Variable importance scores computed through random forest... |
| logistic.acc | Contingency table: Predicted vs. Observed Outcomes |
| mob_fit_checksplit | Utility Function. Taken from party package to remove ":::"... |
| mob_fit_childweights | Utility Function. Taken from party package to remove ":::"... |
| mob_fit_fluctests | Utility Function. Taken from party package to remove ":::"... |
| mob_fit_getlevels | Utility Function. Taken from party package to remove ":::"... |
| mob_fit_getobjfun | Utility Function. Taken from party package to remove ":::"... |
| mob_fit_setupnode | Utility Function. Taken from party package to remove ":::"... |
| mob_fit_splitnode | Utility Function. Taken from party package to remove ":::"... |
| mobforest.analysis | Model-based random forest analysis |
| mobforest.control | Control parameters for random forest |
| mobforest.control-class | Class '"mobforest.control"' of mobForest model |
| mobforest.output | Model-based random forest object |
| mobforest.output-class | Class '"mobforest.output"' of mobforest model |
| mob.rf.tree | Model based recursive partitioning - randomized subset of... |
| prediction.output | Predictions and predictive accuracy estimates |
| prediction.output-class | Class '"prediction.output"' of mobForest model |
| predictive.acc | Predictive performance across all trees |
| print.estimates | Predictive Accuracy Report |
| residual.plot | Produces two plots: a) histogram of residuals, b) predicted... |
| string.formula | Model in the formula object converted to a character |
| tree.predictions | Predictions from tree model |
| varimplot-methods | A plot with variable importance score on X-axis and variable... |
| varimp.output | Variable importance matrix containing the decrease in... |
| varimp.output-class | Class '"varimp.output"' of mobforest model |
