Subgroup Discovery and Bump Hunting


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Documentation for package ‘subgroup.discovery’ version 0.2.1

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ames Ames Housing data.
credit Credit scoring data.
pima Pima Indians Diabetes Database.
plot.prim.cover Plot PRIM cover result
plot.prim.diversify Plot PRIM diversify result
plot.prim.peel Plot PRIM peel result
plot.prim.validate Plot PRIM test result
predict.prim.cover Predict method for PRIM Cover Fits
prim.box.optimal Find the optimal box depending on the strategy
prim.candidates.find PRIM find split candidates
prim.cover PRIM covering strategy
prim.diversify PRIM diversify strategy
prim.diversify.compare Compare PRIM diversify results
prim.peel Bump hunting using the Patient Rule Induction Method
prim.rule.condense Condense multiple (redundant) rules
prim.rule.match Create box matching index
prim.rule.operations Intersection of multiple rules
prim.validate Bump hunting using the Patient Rule Induction Method
prim.validate.metrics Calculate statistical metrics
quasi.convex.hull Calculate a frontier of dominating points
summary.prim.cover Summarize a PRIM cover result object
summary.prim.diversify Summarize a PRIM diversify object
summary.prim.peel Summarize a PRIM peeling result object
summary.prim.validate Summarize a PRIM test result object