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 |