R: Interpret Tree Ensembles

# Interpret Tree Ensembles

## Documentation for package ‘inTrees’ version 1.4

- DESCRIPTION file.
- Package NEWS.

## Help Pages

applyLearner | apply a simplified tree ensemble learner (STEL) to data
buildLearner | build a simplified tree ensemble learner (STEL)
dataSimulate | Simulate data
dicretizeVector | discretize a variable
extractRules | Extract rules from a list of trees
GBM2List | Transform gbm object to a list of trees
getFreqPattern | calculate frequent variable interactions
getRuleMetric | Assign outcomes to a conditions, and measure the rules
presentRules | Present a learner using column names instead of X[i,]
pruneRule | Prune irrevant variable-value pair from a rule condition
RF2List | Transform a random forest object to a list of trees
selectRuleRRF | select a set of relevant and non-redundant rules
XGB2List | Transform an xgboost object to a list of trees