avSize | Compute the average tree size in a forest |
flatten_predictors | Flattens predictor variable data into one row per person |
forest | Sample forest used in vignettes |
getBasisMat | Get the basis matrix to be used for this spline tree |
getNodeData | Retrieve the subset of the data found at a given terminal... |
importance | Sample importance used in vignettes |
individual_spline | Get spline coefficients for a single person |
nlsySample | Baseline socioeconomic information and BMI of 100... |
nodePlot | Plots the trajectories of each terminal node side by side. |
plotImp | Create a barplot of relative variable importance scores. |
plotNode | Plot the predicted trajectory for a single node |
predictCoeffs | Predict spline coefficients for a testset using a spline tree |
predictCoeffsForest | Predict spline coefficients for a testset using a... |
predictY | Predictions from a spline tree |
predictYForest | Predict responses for a testset using a splineforest. |
predict_y_training | Predict responses for the training data |
projectedR2 | Computes percent of variation in projected response explained... |
projectedR2Forest | Computes a level-based or shape-based evaluation metric for a... |
pruneForest | Prune each tree in forest using a given complexity parameter. |
rpartco | Calculates coordinates for tree plot |
spaghettiPlot | Create a faceted spaghetti plot of a splinetree model |
spline_eval | Custom rpart eval function. |
splineForest | Build a spline random forest. |
splineforest_split | Custom rpart split function for spline random forests |
spline_init | Custom rpart init function |
spline_split | Custom rpart split function. |
splineTree | Build a splinetree model. |
splineTreePlot | Creates a tree plot of a spline tree. |
stPlot | Plots a splinetree. |
stPrint | Print a spline tree in the style of print.rpart |
terminalNodeSummary | Prints a summary of a terminal node in a tree |
tree | Sample tree used in examples |
tree.depth | Given a list of node numbers, returns the depth at which... |
treeSimilarity | Returns a measure of how similar the two trees are. |
treeSize | Returns number of terminal nodes in a tree. |
treeSummary | Returns the tree frame. |
varImpCoeff | Random Forest Variable Importance based on spline... |
varImpY | Random Forest Variable Importance based on Y |
yR2 | Computes percent of variation in response explained by spline... |
yR2Forest | Computes a level-based evaluation metric for a splineforest... |
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