API for mlrCPO
Composable Preprocessing Operators and Pipelines for Machine Learning
| Global functions | |
|---|---|
| !.CPO | Man page |
| !.CPOConstructor | Man page |
| !.CPOTrained | Man page |
| %<<% | Man page |
| %<<<% | Man page |
| %<>>% | Man page |
| %>>% | Man page |
| %>|% | Man page |
| %|<% | Man page |
| .FilterRegister | Source code |
| .onAttach | Source code |
| .onLoad | Source code |
| CPO | Man page |
| CPOConstructor | Man page |
| CPOInverter | Man page |
| CPOLearner | Man page |
| CPOProperties | Man page |
| CPORetrafo | Man page |
| CPOTrained | Man page |
| CPOTrainedCapability | Man page |
| NULLCPO | Man page |
| OperatingType | Man page |
| PredictType | Man page |
| `!.CPOConstructor` | Source code |
| `!.CPOTrained` | Source code |
| `!.CPO` | Source code |
| `%+=%` | Source code |
| `%-=%` | Source code |
| `%<<%` | Source code |
| `%<<<%` | Source code |
| `%<=%` | Source code |
| `%<>>%` | Source code |
| `%>>%.CPOConstructor` | Source code |
| `%>>%.CPOTrained` | Source code |
| `%>>%.CPO` | Source code |
| `%>>%.NULLCPO` | Source code |
| `%>>%.Task` | Source code |
| `%>>%.data.frame` | Source code |
| `%>>%.default` | Source code |
| `%>>%` | Source code |
| `%>|%` | Source code |
| `%c=%` | Source code |
| `%union=%` | Source code |
| `%|<%` | Source code |
| `internal%<<%` | Source code |
| `internal%<<<%` | Source code |
| `internal%<>>%` | Source code |
| `internal%>>%` | Source code |
| `internal%>|%` | Source code |
| `internal%|<%` | Source code |
| `inverter<-.WrappedModel` | Source code |
| `inverter<-.default` | Source code |
| `inverter<-` | Source code |
| `retrafo<-.WrappedModel` | Source code |
| `retrafo<-.default` | Source code |
| `retrafo<-` | Source code |
| applyCPO | Man page Source code |
| applyCPO.CPO | Source code |
| applyCPO.NULLCPO | Source code |
| applyGraph | Source code |
| as.list.CPO | Man page |
| as.list.CPOPipeline | Source code |
| as.list.CPOPrimitive | Man page Source code |
| as.list.CPOTrained | Man page Source code |
| as.list.NULLCPO | Source code |
| assembleProperties | Source code |
| assertPropertiesOk | Source code |
| assertShapeConform | Source code |
| assertTargetShapeConform | Source code |
| assertTask | Source code |
| attachCPO | Man page Source code |
| attachCPO.CPO | Source code |
| attachCPO.NULLCPO | Source code |
| augmentFun | Source code |
| callCPO | Source code |
| callCPO.CPOPipeline | Source code |
| callCPO.CPOPrimitive | Source code |
| callCPORetrafoElement | Source code |
| captureEnvWrapper | Source code |
| cascadeGraph | Source code |
| catSI | Source code |
| chainPredictType | Source code |
| checkAllParams | Source code |
| checkColumnsEqual | Source code |
| checkDFBasics | Source code |
| checkFunctionReturn | Source code |
| checkOutputProperties | Source code |
| checkParamsFeasible | Source code |
| checkTaskBasics | Source code |
| clearEnv | Source code |
| clearRI | Man page Source code |
| collectCPOTypeInfo | Source code |
| collectProperties | Source code |
| composeCPO | Man page Source code |
| composeCPO.CPO | Source code |
| composeCPO.CPOTrained | Source code |
| composeCPO.NULLCPO | Source code |
| composeProperties | Source code |
| compositeCPOLearnerProps | Source code |
| constructCPOList | Source code |
| constructTask | Source code |
| constructTrafoFunctions | Source code |
| convertItemsToNamesDVP | Source code |
| convertNamesToItemsDVP | Source code |
| convertPrettyState | Source code |
| covrTraceCPOs | Man page Source code |
| cpoAddCols | Man page Source code |
| cpoApplyFun | Man page |
| cpoApplyFunRegrTarget | Man page |
| cpoAsNumeric | Man page |
| cpoCache | Man page Source code |
| cpoCase | Man page |
| cpoCbind | Man page Source code |
| cpoCollapseFact | Man page |
| cpoDropConstants | Man page |
| cpoDropMostlyConstants | Man page |
| cpoDummyEncode | Man page |
| cpoFilterAnova | Man page |
| cpoFilterCarscore | Man page |
| cpoFilterChiSquared | Man page |
| cpoFilterFeatures | Man page |
| cpoFilterGainRatio | Man page |
| cpoFilterInformationGain | Man page |
| cpoFilterKruskal | Man page |
| cpoFilterLinearCorrelation | Man page |
| cpoFilterMrmr | Man page |
| cpoFilterOneR | Man page |
| cpoFilterPermutationImportance | Man page |
| cpoFilterRankCorrelation | Man page |
| cpoFilterRelief | Man page |
| cpoFilterRfCImportance | Man page |
| cpoFilterRfImportance | Man page |
| cpoFilterRfSRCImportance | Man page |
| cpoFilterSymmetricalUncertainty | Man page |
| cpoFilterUnivariate | Man page |
| cpoFilterVariance | Man page |
| cpoFixFactors | Man page |
| cpoIca | Man page |
| cpoImpactEncodeClassif | Man page |
| cpoImpactEncodeRegr | Man page |
| cpoImpute | Man page |
| cpoImputeAll | Man page |
| cpoImputeConstant | Man page |
| cpoImputeHist | Man page |
| cpoImputeLearner | Man page |
| cpoImputeMax | Man page |
| cpoImputeMean | Man page |
| cpoImputeMedian | Man page |
| cpoImputeMin | Man page |
| cpoImputeMode | Man page |
| cpoImputeNormal | Man page |
| cpoImputeUniform | Man page |
| cpoLogTrafoRegr | Man page Source code |
| cpoMakeCols | Man page Source code |
| cpoMissingIndicators | Man page |
| cpoModelMatrix | Man page |
| cpoMultiplex | Man page |
| cpoOversample | Man page |
| cpoPca | Man page |
| cpoProbEncode | Man page |
| cpoQuantileBinNumerics | Man page |
| cpoRegrResiduals | Man page |
| cpoResponseFromSE | Man page |
| cpoSample | Man page |
| cpoScale | Man page |
| cpoScaleMaxAbs | Man page |
| cpoScaleRange | Man page |
| cpoSelect | Man page |
| cpoSelectFreeProperties | Man page |
| cpoSmote | Man page |
| cpoSpatialSign | Man page |
| cpoTemplate | Man page Source code |
| cpoTransformParams | Man page Source code |
| cpoUndersample | Man page |
| cpoWrap | Man page |
| cpoWrapRetrafoless | Man page |
| declareFilterCPO | Source code |
| declareImputeFunction | Source code |
| defas.recurse.rewrite | Source code |
| deferAssignmentOperator | Source code |
| deparseJoin | Source code Source code |
| discrete | Man page |
| evalHermitePoly | Source code |
| featIndexToTaskIndex | Source code |
| firstNonNull | Source code |
| fixFactors | Source code |
| fixFactors.Task | Source code |
| fixFactors.default | Source code |
| flipTaskTarget | Source code |
| formerr | Source code |
| funct | Man page |
| functionToObjectState | Source code |
| getBareHyperPars | Source code |
| getBinClassInfo | Source code |
| getCPOAffect | Man page Source code |
| getCPOAffect.CPO | Source code |
| getCPOAffect.CPOPrimitive | Source code |
| getCPOAffect.NULLCPO | Source code |
| getCPOClass | Man page Source code |
| getCPOClass.CPO | Source code |
| getCPOClass.CPOConstructor | Source code |
| getCPOClass.CPOInverter | Source code |
| getCPOClass.CPORetrafo | Source code |
| getCPOClass.NULLCPO | Source code |
| getCPOConstructor | Man page Source code |
| getCPOConstructor.CPO | Source code |
| getCPOConstructor.CPOPrimitive | Source code |
| getCPOConstructor.CPOTrained | Source code |
| getCPOConstructor.CPOTrainedPrimitive | Source code |
| getCPOConstructor.NULLCPO | Source code |
| getCPOId | Man page Source code |
| getCPOId.CPO | Source code |
| getCPOId.CPOPrimitive | Source code |
| getCPOId.NULLCPO | Source code Source code |
| getCPOName | Man page Source code |
| getCPOName.CPO | Source code |
| getCPOName.CPOConstructor | Man page Source code |
| getCPOName.CPOTrained | Man page |
| getCPOName.NULLCPO | Source code |
| getCPOOperatingType | Man page Source code |
| getCPOOperatingType.CPO | Source code |
| getCPOOperatingType.CPOTrained | Source code |
| getCPOOperatingType.NULLCPO | Source code |
| getCPOPredictType | Man page Source code |
| getCPOPredictType.CPO | Source code |
| getCPOPredictType.CPOTrained | Man page |
| getCPOProperties | Man page Source code |
| getCPOProperties.CPO | Source code |
| getCPOProperties.CPOTrained | Man page |
| getCPOProperties.NULLCPO | Source code |
| getCPOTrainedCPO | Man page Source code |
| getCPOTrainedCPO.CPOTrained | Source code |
| getCPOTrainedCPO.CPOTrainedPrimitive | Source code |
| getCPOTrainedCPO.NULLCPO | Source code |
| getCPOTrainedCapability | Man page Source code |
| getCPOTrainedCapability.CPOTrained | Source code |
| getCPOTrainedCapability.NULLCPO | Source code |
| getCPOTrainedState | Man page Source code |
| getCPOTrainedState.CPOTrained | Source code |
| getCPOTrainedState.CPOTrainedPrimitive | Source code |
| getCPOTrainedState.NULLCPO | Source code |
| getColIndices | Source code |
| getConstructor | Source code |
| getDataProperties | Source code |
| getGeneralDataProperties | Source code |
| getHyperPars.CPO | Source code |
| getHyperPars.CPOTrained | Source code |
| getHyperPars.CPOTrainedPrimitive | Source code |
| getHyperPars.NULLCPO | Source code |
| getIndata | Source code |
| getLLDataformat | Source code |
| getLearnerBare | Man page Source code |
| getLearnerCPO | Man page Source code |
| getLearnerName | Source code |
| getLearnerProperties.CPOLearner | Source code |
| getMlrOption | Source code |
| getParamSet.CPO | Source code |
| getParamSet.CPOTrained | Source code |
| getParamSet.CPOTrainedPrimitive | Source code |
| getParamSet.NULLCPO | Source code |
| getParamSetDefaults | Source code |
| getPrettyState | Source code |
| getTaskProperties | Source code |
| getVarCreated | Source code |
| handleRetrafoOutput | Source code |
| handleSometimesProps | Source code |
| handleTrafoOutput | Source code |
| hasTaskWeights | Source code |
| hermitePoly | Source code |
| identicalCPO | Man page Source code |
| identicalCPO.CPO | Source code |
| identicalCPO.CPOPrimitive | Source code |
| identicalCPO.FauxCPOConstructed | Source code |
| internal%<<% | Man page |
| internal%<<<% | Man page |
| internal%<>>% | Man page |
| internal%>>% | Man page |
| internal%>|% | Man page |
| internal%|<% | Man page |
| invert | Man page Source code |
| invert.CPO | Source code |
| invert.CPOConstructor | Source code |
| invert.CPOTrained | Source code |
| invert.NULLCPO | Source code |
| invertCPO | Source code |
| invertNormalMuSigma | Source code |
| inverter | Man page Source code |
| inverter.WrappedModel | Source code |
| inverter.default | Source code |
| inverter<- | Man page |
| is.constant.enough | Source code |
| is.inverter | Man page Source code |
| is.nullcpo | Man page Source code |
| is.retrafo | Man page Source code |
| isLevelFlipped | Source code |
| isPropertyStrict | Source code |
| listCPO | Man page Source code |
| makeCPO | Man page Source code |
| makeCPOCase | Man page Source code |
| makeCPOExtendedTargetOp | Man page Source code |
| makeCPOExtendedTrafo | Man page Source code |
| makeCPOGeneral | Source code |
| makeCPOGraphItem | Source code |
| makeCPOInverter | Source code |
| makeCPOMultiplex | Man page Source code |
| makeCPORegrResiduals | Source code |
| makeCPORetrafo | Source code |
| makeCPORetrafoless | Man page Source code |
| makeCPOTargetOp | Man page Source code |
| makeCPOTrainedBasic | Source code |
| makeCPOTrainedFromState | Man page Source code |
| makeCallFeatureOpExtended | Source code |
| makeCallFeatureOpSimple | Source code |
| makeCallRetrafoless | Source code |
| makeCallTargetOpExtended | Source code |
| makeCallTargetOpSimple | Source code |
| makeFauxCPOConstructor | Source code |
| makeFunction | Source code |
| makeInputShapeInfo | Source code |
| makeInvertCall | Source code |
| makeOutputShapeInfo | Source code |
| makeRetrafoCallFeatureOp | Source code |
| makeRetrafoCallTargetOpExtended | Source code |
| makeRetrafoCallTargetOpSimple | Source code |
| makeShapeInfo | Source code |
| makeTrafoCallFeatureOpExtended | Source code |
| makeTrafoCallFeatureOpSimple | Source code |
| makeTrafoCallTargetOpExtended | Source code |
| makeTrafoCallTargetOpSimple | Source code |
| makeWrappedModel.CPOLearner | Source code |
| makeWrappingCPOConstructor | Source code |
| mlrCPO-package | Man page |
| namedVecToString | Source code |
| normExpVal | Source code |
| nullToNullcpo | Man page Source code |
| nullcpoToNull | Man page Source code |
| objectStateToFunction | Source code |
| pSS | Man page Source code |
| pSSLrn | Man page Source code |
| parameterClashAssert | Source code |
| parseDimension | Source code |
| parseDiscrete | Source code |
| parseNumeric | Source code |
| parseSingleParameter | Source code |
| pipeCPO | Man page Source code |
| predict.CPORetrafo | Source code |
| predict.CPOTrained | Source code |
| predict.NULLCPO | Source code |
| predictLearner.CPOLearner | Source code |
| prepareCPOTargetOp | Source code |
| prepareParams | Source code |
| prepareRetrafoInput | Source code |
| prepareTrafoInput | Source code |
| print.CPO | Man page Source code |
| print.CPOCbind | Source code |
| print.CPOConstructor | Man page Source code |
| print.CPOGraphItem | Source code |
| print.CPOTrained | Man page Source code |
| print.InputShapeInfo | Source code |
| print.InverterElement | Source code |
| print.ListCPO | Source code |
| print.NULLCPO | Source code |
| print.OutputShapeInfo | Source code |
| print.RetrafoElement | Source code |
| print.ShapeInfo | Source code |
| print.cpoinvisible | Source code |
| printGraph | Source code |
| propertiesToMakeCPOProperties | Source code |
| randomForestSRC_filters | Man page |
| rebuildOutdata | Source code |
| recombineLL | Source code |
| recombineRetrafolessResult | Source code |
| recombinedf | Source code |
| recombinetask | Source code |
| referencesNonfunctionNames | Source code |
| registerCPO | Source code |
| renameNonfunctionNames | Source code |
| requireCPOPackages | Source code |
| retrafo | Man page Source code |
| retrafo.CPOModel | Source code |
| retrafo.WrappedModel | Source code |
| retrafo.default | Source code |
| retrafo<- | Man page |
| sanitizePrediction | Source code |
| setCPOId | Man page Source code |
| setCPOId.CPO | Source code |
| setCPOId.CPOCbind | Source code |
| setCPOId.CPOPrimitive | Source code |
| setCPOId.NULLCPO | Source code |
| setCPOId.default | Source code |
| setHyperPars2.CPO | Source code |
| setHyperPars2.CPOTrained | Source code |
| setPredictType.CPOLearner | Source code |
| singleLearnerCPO | Source code |
| singleModelRetrafo | Source code |
| splitColsByType | Source code |
| splitIndata | Source code |
| splitX | Source code |
| splitdf | Source code |
| splittask | Source code |
| subsetIndata | Source code |
| subsetParams | Source code |
| synchronizeGraph | Source code |
| trainLearner.CPOLearner | Source code |
| unflipTarget | Source code |
| uniteGraph | Source code |
| untyped | Man page |
| vectorizeFun | Source code |
| vprint | Source code |
| wrapFauxCPOConstructor | Source code |
