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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