New function

  • NodeTreePlot(): plots the results of each node of a conditional inference tree
  • PerfsRegression(): performance measures for regression tasks
  • PerfsBinClassif(): performance measures for binary classification tasks
  • NodesInfo(): informations for each terminal node of a conditional inference tree
  • TreeStab(): assesses the stability of a conditional inference tree by using bootstrap replications

Changes in existing functions:

  • NiceTreePlot(): new arguments (cex and justmin)
  • GetSplitStats(): new summary element in the results + the function is no longer compatible with trees from the party package
  • dependency to 0.4.1 version of vip package
  • bug fixes due to change in vip package
  • bug fix in vignettes due to changes in dependencies

New functions:

Changes in existing functions:

  • GetSplitStats() : results have been rearranged and a ‘ratio’ column has been added

New functions:

  • GetInteractionData(): measures second order interactions between the covariates of a random forest
  • GetPartialData(): computes partial dependencies of the covariates of a random forest
  • ggForestEffects(): plots the effects of the covariates of a random forest in a ggplot dot plot
  • ggVarImp(): plots variable importances of the covariates of a random forest in a ggplot dot plot

Changes in existing functions: