Files in MachineShop

Machine Learning Models and Tools

NEWS.md README.md R/ML_SurvRegModel.R R/ML_GLMBoostModel.R R/ML_AdaBoostModel.R R/ML_EarthModel.R R/ML_ParsnipModel.R R/ML_PLSModel.R R/models.R R/grid.R R/ML_RangerModel.R R/ML_TreeModel.R R/case_comps.R R/fit.R R/print.R R/metricinfo.R R/step_lincomp.R R/summary.R R/ML_XGBModel.R R/step_spca.R R/ML_NNetModel.R R/resample.R R/dependence.R R/expand.R R/ML_BARTModel.R R/ML_RPartModel.R R/MLControl.R R/metrics_factor.R R/metrics.R R/combine.R R/settings.R R/ML_AdaBagModel.R R/classes.R R/data.R R/coerce.R R/conditions.R R/TrainingParams.R R/MLModel.R R/predict.R R/ML_MDAModel.R R/varimp.R R/ML_QDAModel.R R/recipe_roles.R R/reexports.R R/MLOptimization.R R/rfe.R R/TrainedModels.R R/ML_LARSModel.R R/performance.R R/survival.R R/diff.R R/plot.R R/confusion.R R/ML_NaiveBayesModel.R R/append.R R/ML_CForestModel.R R/step_kmedoids.R R/metrics_numeric.R R/ML_LDAModel.R R/performance_curve.R R/MachineShop-package.R R/ML_GLMNetModel.R R/ModelSpecification.R R/convert.R R/response.R R/TrainedInputs.R R/ModelFrame.R R/ML_BARTMachineModel.R R/step_kmeans.R R/ML_GBMModel.R R/ML_FDAModel.R R/ML_GAMBoostModel.R R/ML_GLMModel.R R/ML_SVMModel.R R/ML_RFSRCModel.R R/MLInput.R R/ML_RandomForestModel.R R/ML_StackedModel.R R/MLMetric.R R/modelinfo.R R/ML_C50Model.R R/ML_LMModel.R R/calibration.R R/ML_KNNModel.R R/ML_SuperModel.R R/ML_BlackBoostModel.R R/extract.R R/utils.R R/ML_POLRModel.R R/ML_CoxModel.R R/step_sbf.R R/ModelRecipe.R inst/doc/UserGuide.Rmd inst/doc/UserGuide.R inst/doc/MLModels.Rmd inst/doc/MLModels.R tests/testthat.R tests/testthat/helper-parallel.R tests/testthat/test-settings.R tests/testthat/test-controls.R tests/testthat/test-ML_AdaBoostModel.R tests/testthat/test-offsets.R tests/testthat/test-info.R tests/testthat/test-TrainedModels.R tests/testthat/test-model-comparisons.R tests/testthat/test-ML_RandomForestModel.R tests/testthat/test-ML_GLMBoostModel.R tests/testthat/test-ML_FDAModel.R tests/testthat/test-ML_GLMModel.R tests/testthat/test-ML_MDAModel.R tests/testthat/test-ML_StackedModel.R tests/testthat/test-ML_CForestModel.R tests/testthat/test-ML_AdaBagModel.R tests/testthat/test-ML_SuperModel.R tests/testthat/test-ML_PLSModel.R tests/testthat/test-ML_TreeModel.R tests/testthat/test-weights.R tests/testthat/test-ML_GLMNetModel.R tests/testthat/test-ML_RangerModel.R tests/testthat/test-ML_ParsnipModel.R tests/testthat/test-ML_LMModel.R tests/testthat/test-ML_BARTModel.R tests/testthat/test-TrainedInputs.R tests/testthat/test-ML_BARTMachineModel.R tests/testthat/test-rfe.R tests/testthat/test-ML_RPartModel.R tests/testthat/test-ML_POLRModel.R tests/testthat/test-ML_BlackBoostModel.R tests/testthat/test-combine.R tests/testthat/test-ML_QDAModel.R tests/testthat/test-ML_LDAModel.R tests/testthat/Rplots.pdf tests/testthat/test-grids.R tests/testthat/test-varimp.R tests/testthat/test-survival.R tests/testthat/test-ML_XGBModel.R tests/testthat/test-ML_C50Model.R tests/testthat/helper-models.R tests/testthat/test-ML_EarthModel.R tests/testthat/test-ML_CoxModel.R tests/testthat/test-discrete-vars.R tests/testthat/test-ML_SurvRegModel.R tests/testthat/test-ML_KNNModel.R tests/testthat/test-ModelSpecification.R tests/testthat/test-ML_NaiveBayesModel.R tests/testthat/test-ML_GBMModel.R tests/testthat/test-ML_SVMModel.R tests/testthat/test-ML_GAMBoostModel.R tests/testthat/test-ML_LARSModel.R tests/testthat/test-ML_NNetModel.R tests/testthat/test-ML_RFSRCModel.R vignettes/UserGuide.Rmd vignettes/MLModels.Rmd vignettes/setup.R man/step_sbf.Rd man/SelectedInput.Rd man/metricinfo.Rd man/RPartModel.Rd man/MLModel.Rd man/SurvMatrix.Rd man/as.MLModel.Rd man/diff-methods.Rd man/predict.Rd man/RandomForestModel.Rd man/plot-methods.Rd man/BlackBoostModel.Rd man/response-methods.Rd man/StackedModel.Rd man/as.data.frame.Rd man/modelinfo.Rd man/summary-methods.Rd man/SuperModel.Rd man/C50Model.Rd man/reexports.Rd man/TunedInput.Rd man/MLMetric.Rd man/varimp.Rd man/CoxModel.Rd man/rfe-methods.Rd man/KNNModel.Rd man/set_optim-methods.Rd man/ParsnipModel.Rd man/expand_params.Rd man/dependence.Rd man/GAMBoostModel.Rd man/PLSModel.Rd man/unMLModelFit.Rd man/NaiveBayesModel.Rd man/GLMBoostModel.Rd man/GLMModel.Rd man/calibration.Rd man/LDAModel.Rd man/AdaBagModel.Rd man/XGBModel.Rd man/performance.Rd man/recipe_roles.Rd man/fit-methods.Rd man/ModelFrame-methods.Rd man/expand_model.Rd man/step_lincomp.Rd man/FDAModel.Rd man/expand_steps.Rd man/LMModel.Rd man/lift.Rd man/quote.Rd man/LARSModel.Rd man/RangerModel.Rd man/ICHomes.Rd man/resample-methods.Rd man/DiscreteVariate.Rd man/case_weights.Rd man/set_monitor-methods.Rd man/ModelSpecification-methods.Rd man/SVMModel.Rd man/combine-methods.Rd man/NNetModel.Rd man/TreeModel.Rd man/ParameterGrid.Rd man/step_spca.Rd man/TunedModel.Rd man/AdaBoostModel.Rd man/settings.Rd man/set_strata.Rd man/as.MLInput.Rd man/CForestModel.Rd man/set_predict.Rd man/confusion.Rd man/QDAModel.Rd man/SelectedModel.Rd man/POLRModel.Rd man/inputs.Rd man/BARTModel.Rd man/models.Rd man/metrics.Rd man/expand_modelgrid-methods.Rd man/performance_curve.Rd man/step_kmedoids.Rd man/EarthModel.Rd man/MLControl.Rd man/BARTMachineModel.Rd man/print-methods.Rd man/SurvRegModel.Rd man/t.test.Rd man/RFSRCModel.Rd man/extract-methods.Rd man/TuningGrid.Rd man/GBMModel.Rd man/GLMNetModel.Rd man/MDAModel.Rd man/step_kmeans.Rd man/MachineShop-package.Rd