extractionFunctions: Extraction functions for boostr object attributes

In boostr: A modular framework to bag or boost any estimation procedure.

Description

Access the various attributes of "boostr" objects through these functions. See boostBackend for a description of every boostr attribute.

Usage

ensembleEstimators(boostrObj)

reweighterOutput(boostrObj)

extractPerformanceOnLearningSet(boostrObj)

extractCalcBoostrPerformance(boostrObj)

estimatorPerformance(boostrObj)

oobVec(boostrObj)

extractReweighter(boostrObj)

reweighterArgs(boostrObj)

extractAggregator(boostrObj)

aggregatorArgs(boostrObj)

extractEstimationProcedure(boostrObj)

estimationProcedureArgs(boostrObj)

extractData(boostrObj)

extractAnalyzePerformance(boostrObj)

analyzePerformanceArgs(boostrObj)

extractSubsetFormula(boostrObj)

extractFormatData(boostrObj)

extractInitialWeights(boostrObj)

Arguments

boostrObj

an object of class "boostr" – most likely the output of boost or boostBackend.

Value

The attribute referenced to in the function's title. E.g., extractEstimationProcedure returns the stored estimation procedure. ensembleEstimators returns the ensemble of estimators built during boostBackend.

boostr documentation built on May 2, 2019, 1:42 p.m.