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 |

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