Interpret Tree Ensembles

Documentation for package ‘inTrees’ version 1.4

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