| Acc | Computes the proportion of matching terms in two vectors of the same length. Used to compute the accuracy for prediction on test set. |
| BaggedBEST | Performs Bootstrap Aggregating of BEST trees |
| BEST | Main function of the package. It produces Classification Trees with Branch-Exclusive variables. |
| BESTForest | Generates a random forest of BEST trees |
| Data | Data generated according to decision tree for simulation purposes |
| Fit | Data generated according to decision tree for simulation purposes |
| ForgeVA | Quickly build the Available Variable list necessary for BEST This list contains details as to which variables is available for the partitioning. It also contains which variables are gating variables. |
| FPredict | Emits prediction from a forest of BEST's |
| MPredict | Classify a set of new observation points |
| Predict | Classify a new observation point |
| TreePruning | Uses a Validation Set to select the best trees within the list of pruned trees. |
| VI | Produces a variable important analysis using the mean decrease in node impurity |