Files in mlrCPO

Composable Preprocessing Operators and Pipelines for Machine Learning

README.md R/CPO_dropMostlyConstants.R R/doublecaret.R R/composeProperties.R R/inverter.R R/learner.R R/CPO_filterFeatures.R R/print.R R/CPO_cbind.R R/CPO_applyFun.R R/parameters.R R/CPO_dropConstants.R R/CPO_subsample.R R/CPO_regrResiduals.R R/attributes.R R/CPO_scaleRange.R R/CPO_smote.R R/auxhelp.R R/CPO_modelMatrix.R R/CPO_ica.R R/NULLCPO.R R/CPO_scale.R R/CPO_quantileBinNumerics.R R/properties.R R/CPO_impute.R R/CPO_select.R R/ParamSetSugar.R R/CPO_responseFromSE.R R/makeCPO.R R/FormatCheck.R R/CPO_collapseFact.R R/operators.R R/RandomForestSRC.R R/CPO_fixFactors.R R/CPO_wrap.R R/CPO_meta.R R/listCPO.R R/callInterface.R R/callCPO.R R/CPO_encode.R R/zzz.R R/CPO_scaleMaxAbs.R R/CPO_pca.R R/RetrafoState.R R/CPO_spatialSign.R R/CPO_makeCols.R R/CPO_asNumeric.R R/fauxCPOConstructor.R R/makeCPOHelp.R R/auxiliary.R R/CPO_missingIndicators.R R/CPOHelp.R inst/doc/z_3_all_CPOs_terse.Rmd inst/doc/z_2_mlrCPO_core_terse.Rmd inst/doc/z_2_mlrCPO_core_terse.R inst/doc/a_2_mlrCPO_core.R inst/doc/z_4_custom_CPOs_terse.R inst/doc/z_1_getting_started_terse.Rmd inst/doc/z_4_custom_CPOs_terse.Rmd inst/doc/a_4_custom_CPOs.Rmd inst/doc/z_3_all_CPOs_terse.R inst/doc/z_1_getting_started_terse.R inst/doc/a_3_all_CPOs.Rmd inst/doc/a_4_custom_CPOs.R inst/doc/a_1_getting_started.Rmd inst/doc/a_1_getting_started.R inst/doc/a_3_all_CPOs.R inst/doc/a_2_mlrCPO_core.Rmd inst/doc/toc/vignettetoc.Rmd tests/run-core.R tests/run-zzzlint.R tests/run-meta.R tests/run-cpo.R tests/testthat/test_core_makecpo.R tests/testthat/test_core_properties.R tests/testthat/test_meta_multiplex.R tests/testthat/helper_cpo.R tests/testthat/test_cpo_filter.R tests/testthat/test_core_datasplit.R tests/testthat/test_cpo_impute.R tests/testthat/test_core_targetop.R tests/testthat/test_core_listCPO.R tests/testthat/test_core_affect.R tests/testthat/test_meta_cbind.R tests/testthat/test_cpo_applyFunRegrTarget.R tests/testthat/test_cpo_makeCols.R tests/testthat/test_cpo_pca.R tests/testthat/test_cpo_ica.R tests/testthat/test_core_basic.R tests/testthat/test_pipeop_collapsefactors.R tests/testthat/test_lint.R tests/testthat/test_cpo_encode.R tests/testthat/helper_makecpo.R tests/testthat/test_core_paramSetSugar.R tests/testthat/test_cpo_regrResiduals.R tests/testthat/helper_lint.R tests/testthat/test_cpo_applyFun.R tests/testthat/test_core_tuning.R tests/testthat/test_core_auxiliary.R tests/testthat/test_cpo_concrete.R tests/testthat/test_cpo_responseFromSE.R tests/testthat/test_cpo_smote.R tests/testthat/test_cpo_subsample.R tests/testthat/test_core_fauxcpo.R vignettes/z_3_all_CPOs_terse.Rmd vignettes/z_2_mlrCPO_core_terse.Rmd vignettes/z_1_getting_started_terse.Rmd vignettes/z_4_custom_CPOs_terse.Rmd vignettes/a_4_custom_CPOs.Rmd vignettes/a_3_all_CPOs.Rmd vignettes/a_1_getting_started.Rmd vignettes/a_2_mlrCPO_core.Rmd vignettes/toc/vignettetoc.Rmd man/internal-grapes-greater-than-greater-than-grapes.Rd man/cpoFilterRfImportance.Rd man/CPOLearner.Rd man/cpoFilterMrmr.Rd man/mlrCPO-package.Rd man/cpoImputeLearner.Rd man/funct.Rd man/getCPOClass.Rd man/cpoIca.Rd man/cpoCache.Rd man/cpoCollapseFact.Rd man/cpoSelect.Rd man/cpoFilterChiSquared.Rd man/composeCPO.Rd man/getCPOConstructor.Rd man/cpoImputeMin.Rd man/CPOTrained.Rd man/pSS.Rd man/cpoFilterLinearCorrelation.Rd man/is.inverter.Rd man/cpoWrap.Rd man/getCPOTrainedCPO.Rd man/cpoFilterRfCImportance.Rd man/nullcpoToNull.Rd man/cpoFilterRankCorrelation.Rd man/cpoFilterSymmetricalUncertainty.Rd man/getLearnerCPO.Rd man/cpoFilterOneR.Rd man/is.nullcpo.Rd man/getCPOPredictType.Rd man/cpoImputeUniform.Rd man/cpoAsNumeric.Rd man/cpoImputeNormal.Rd man/cpoRegrResiduals.Rd man/attachCPO.Rd man/cpoMakeCols.Rd man/setCPOId.Rd man/cpoCbind.Rd man/cpoFilterRfSRCImportance.Rd man/makeCPOCase.Rd man/cpoResponseFromSE.Rd man/cpoImpactEncodeClassif.Rd man/cpoFilterGainRatio.Rd man/cpoImputeHist.Rd man/cpoLogTrafoRegr.Rd man/getCPOProperties.Rd man/cpoFilterCarscore.Rd man/cpoFilterPermutationImportance.Rd man/cpoImputeConstant.Rd man/pipeCPO.Rd man/identicalCPO.Rd man/CPO.Rd man/cpoFixFactors.Rd man/getCPOTrainedState.Rd man/cpoSpatialSign.Rd man/listCPO.Rd man/makeCPOTrainedFromState.Rd man/cpoModelMatrix.Rd man/cpoFilterRelief.Rd man/cpoSmote.Rd man/is.retrafo.Rd man/cpoMissingIndicators.Rd man/clearRI.Rd man/cpoScale.Rd man/discrete.Rd man/cpoApplyFunRegrTarget.Rd man/covrTraceCPOs.Rd man/as.list.CPO.Rd man/cpoScaleMaxAbs.Rd man/nullToNullcpo.Rd man/makeCPOMultiplex.Rd man/cpoImputeMax.Rd man/cpoProbEncode.Rd man/getCPOAffect.Rd man/cpoFilterFeatures.Rd man/makeCPO.Rd man/cpoQuantileBinNumerics.Rd man/grapes-greater-than-greater-than-grapes.Rd man/getCPOTrainedCapability.Rd man/cpoOversample.Rd man/NULLCPO.Rd man/cpoScaleRange.Rd man/cpoApplyFun.Rd man/cpoImputeMode.Rd man/untyped.Rd man/cpoFilterInformationGain.Rd man/cpoImputeMean.Rd man/applyCPO.Rd man/invert.Rd man/cpoImputeMedian.Rd man/cpoDropMostlyConstants.Rd man/cpoFilterRfSRCMinDepth.Rd man/cpoDropConstants.Rd man/getCPOName.Rd man/cpoImpute.Rd man/cpoFilterVariance.Rd man/cpoTransformParams.Rd man/getCPOId.Rd man/print.CPOConstructor.Rd man/cpoFilterAnova.Rd man/cpoSample.Rd man/cpoFilterKruskal.Rd man/getLearnerBare.Rd man/cpoTemplate.Rd man/cpoDummyEncode.Rd man/cpoPca.Rd man/getCPOOperatingType.Rd man/CPOConstructor.Rd man/cpoFilterUnivariate.Rd man/cpoImpactEncodeRegr.Rd man/randomForestSRC_filters.Rd