Man pages for boostr
A modular framework to bag or boost any estimation procedure.
| adaboostAggregator | Aggregator for the Adaboost.M1 algorithm |
| adaboostReweighter | Reweighter function for the Adaboost.M1 algorithm |
| addDots | Extend a function's signature to include '...' |
| arcfsAggregator | Aggregator for the arc-fs algorithm. |
| arcfsReweighter | Reweighter for the arc-fs algorithm. |
| arcx4Reweighter | Reweighter for the arc-x4 algorithm. |
| boost | Boost an Estimation Procedure with a Reweighter and an... |
| boostBackend | Boost an estimation procedure with a reweighter and... |
| boostr | Boost (or bag) an estimation procedure with any reweighter or... |
| boostWith | Boostr implemented versions of arc-fs, arc-x4 and AdaBoost. |
| buildEstimationProcedure | Build a boostr compatible estimation procedure. |
| defaultOOBPerformanceAnalysis | Perform generic out-of-bag error analysis. |
| extractionFunctions | Extraction functions for boostr object attributes |
| isClassConstructor | check if a function is a(n S3) class constructor |
| kFoldCV | Generic k-fold Cross Validation wrapper |
| makePredictions | Gather predictions from an ensemble of estimators. |
| predictClassViaVoting | Predict a class using (un)weighted voting. |
| predictResponseFromWeightedAverage | Predict a numeric response using (un)weighted averaging. |
| stockAggregators | Stock aggregators |
| vanillaBagger | Standard (vanilla) bagging procedure. |
| wrapAggregator | Create a boostr compatible wrapper for an aggregator. |
| wrapPerformanceAnalyzer | Create a boostr compatible wrapper for a performance... |
| wrapProcedure | Create a boostr compatible wrapper for an estimation... |
| wrapReweighter | Create a boostr compatible wrapper for a reweighter. |
