Branch-Exclusive Splits Trees
Computes the proportion of matching terms in two vectors of the same l...
Performs Bootstrap Aggregating of BEST trees
Main function of the package. It produces Classification Trees with Br...
Generates a random forest of BEST trees
Quickly build the Available Variable list necessary for BEST This list...
Emits prediction from a forest of BEST's
Classify a set of new observation points
Classify a new observation point
Uses a Validation Set to select the best trees within the list of prun...
Produces a variable important analysis using the mean decrease in node...
Decision tree algorithm with a major feature added. Allows for users to define an ordering on the partitioning process. Resulting in Branch-Exclusive Splits Trees (BEST). Cedric Beaulac and Jeffrey S. Rosentahl (2019) <arXiv:1804.10168>.