Files in brian-j-smith/MachineShop
Machine Learning Models and Tools
.Rbuildignore
.gitignore
DESCRIPTION
NAMESPACE
NEWS.md
R/MLControl.R
R/MLInput.R
R/MLMetric.R
R/MLModel.R
R/MLOptimization.R
R/ML_AdaBagModel.R
R/ML_AdaBoostModel.R
R/ML_BARTMachineModel.R
R/ML_BARTModel.R
R/ML_BlackBoostModel.R
R/ML_C50Model.R
R/ML_CForestModel.R
R/ML_CoxModel.R
R/ML_EarthModel.R
R/ML_FDAModel.R
R/ML_GAMBoostModel.R
R/ML_GBMModel.R
R/ML_GLMBoostModel.R
R/ML_GLMModel.R
R/ML_GLMNetModel.R
R/ML_KNNModel.R
R/ML_LARSModel.R
R/ML_LDAModel.R
R/ML_LMModel.R
R/ML_MDAModel.R
R/ML_NNetModel.R
R/ML_NaiveBayesModel.R
R/ML_PLSModel.R
R/ML_POLRModel.R
R/ML_ParsnipModel.R
R/ML_QDAModel.R
R/ML_RFSRCModel.R
R/ML_RPartModel.R
R/ML_RandomForestModel.R
R/ML_RangerModel.R
R/ML_SVMModel.R
R/ML_StackedModel.R
R/ML_SuperModel.R
R/ML_SurvRegModel.R
R/ML_TreeModel.R
R/ML_XGBModel.R
R/MachineShop-package.R
R/ModelFrame.R
R/ModelRecipe.R
R/ModelSpecification.R
R/TrainedInputs.R
R/TrainedModels.R
R/TrainingParams.R
R/append.R
R/calibration.R
R/case_comps.R
R/classes.R
R/coerce.R
R/combine.R
R/conditions.R
R/confusion.R
R/convert.R
R/data.R
R/dependence.R
R/diff.R
R/expand.R
R/extract.R
R/fit.R
R/grid.R
R/metricinfo.R
R/metrics.R
R/metrics_factor.R
R/metrics_numeric.R
R/modelinfo.R
R/models.R
R/performance.R
R/performance_curve.R
R/plot.R
R/predict.R
R/print.R
R/recipe_roles.R
R/reexports.R
R/resample.R
R/response.R
R/rfe.R
R/settings.R
R/step_kmeans.R
R/step_kmedoids.R
R/step_lincomp.R
R/step_sbf.R
R/step_spca.R
R/summary.R
R/survival.R
R/utils.R
R/varimp.R
README.Rmd
README.md
cran-comments.md
data/ICHomes.RData
docs/html/_site.yml
docs/html/example_ichomes.Rmd
docs/html/example_info.Rmd
docs/html/example_iris.Rmd
docs/html/example_pima.Rmd
docs/html/example_settings.Rmd
docs/html/example_variables.Rmd
docs/html/html.Rproj
docs/html/img/FigModelDAG.png
docs/html/img/FigNestedCV.png
docs/html/img/using_strategies_tune_plot-1.png
docs/html/index.Rmd
docs/html/reference.Rmd
docs/html/using.Rmd
docs/make_vignettes.R
docs/src/UserGuide.Rmd
docs/src/bibliography.bib
docs/src/example_ichomes.Rmd
docs/src/example_info.Rmd
docs/src/example_iris.Rmd
docs/src/example_pima.Rmd
docs/src/example_settings.Rmd
docs/src/example_variables.Rmd
docs/src/img/FigModelDAG.dot
docs/src/img/FigModelDAG.png
docs/src/img/FigNestedCV.png
docs/src/img/FigNestedCV.pptx
docs/src/img/using_strategies_tune_plot-1.png
docs/src/overview.Rmd
docs/src/reference_functions.Rmd
docs/src/reference_metrics.Rmd
docs/src/reference_models.Rmd
docs/src/setup.R
docs/src/using_analyses.Rmd
docs/src/using_example.Rmd
docs/src/using_extensions.Rmd
docs/src/using_fit.Rmd
docs/src/using_metrics.Rmd
docs/src/using_modelspec.Rmd
docs/src/using_resample.Rmd
docs/src/using_responses.Rmd
docs/src/using_settings.Rmd
docs/src/using_strategies.Rmd
docs/src/using_variables.Rmd
inst/CITATION
man/AdaBagModel.Rd
man/AdaBoostModel.Rd
man/BARTMachineModel.Rd
man/BARTModel.Rd
man/BlackBoostModel.Rd
man/C50Model.Rd
man/CForestModel.Rd
man/CoxModel.Rd
man/DiscreteVariate.Rd
man/EarthModel.Rd
man/FDAModel.Rd
man/GAMBoostModel.Rd
man/GBMModel.Rd
man/GLMBoostModel.Rd
man/GLMModel.Rd
man/GLMNetModel.Rd
man/ICHomes.Rd
man/KNNModel.Rd
man/LARSModel.Rd
man/LDAModel.Rd
man/LMModel.Rd
man/MDAModel.Rd
man/MLControl.Rd
man/MLMetric.Rd
man/MLModel.Rd
man/MachineShop-package.Rd
man/ModelFrame-methods.Rd
man/ModelSpecification-methods.Rd
man/NNetModel.Rd
man/NaiveBayesModel.Rd
man/PLSModel.Rd
man/POLRModel.Rd
man/ParameterGrid.Rd
man/ParsnipModel.Rd
man/QDAModel.Rd
man/RFSRCModel.Rd
man/RPartModel.Rd
man/RandomForestModel.Rd
man/RangerModel.Rd
man/SVMModel.Rd
man/SelectedInput.Rd
man/SelectedModel.Rd
man/StackedModel.Rd
man/SuperModel.Rd
man/SurvMatrix.Rd
man/SurvRegModel.Rd
man/TreeModel.Rd
man/TunedInput.Rd
man/TunedModel.Rd
man/TuningGrid.Rd
man/XGBModel.Rd
man/as.MLInput.Rd
man/as.MLModel.Rd
man/as.data.frame.Rd
man/calibration.Rd
man/case_weights.Rd
man/combine-methods.Rd
man/confusion.Rd
man/dependence.Rd
man/diff-methods.Rd
man/expand_model.Rd
man/expand_modelgrid-methods.Rd
man/expand_params.Rd
man/expand_steps.Rd
man/extract-methods.Rd
man/figures/README-unnamed-chunk-10-1.png
man/figures/README-unnamed-chunk-10-2.png
man/figures/README-unnamed-chunk-11-1.png
man/figures/README-unnamed-chunk-11-2.png
man/figures/README-unnamed-chunk-11-3.png
man/figures/README-unnamed-chunk-12-1.png
man/figures/README-unnamed-chunk-12-2.png
man/figures/README-unnamed-chunk-12-3.png
man/figures/README-unnamed-chunk-13-1.png
man/figures/README-unnamed-chunk-13-2.png
man/figures/README-unnamed-chunk-13-3.png
man/figures/README-unnamed-chunk-14-1.png
man/figures/README-unnamed-chunk-14-2.png
man/figures/README-unnamed-chunk-14-3.png
man/figures/README-unnamed-chunk-15-1.png
man/figures/README-unnamed-chunk-15-2.png
man/figures/README-unnamed-chunk-15-3.png
man/figures/README-unnamed-chunk-16-1.png
man/figures/README-unnamed-chunk-16-2.png
man/figures/README-unnamed-chunk-16-3.png
man/figures/README-unnamed-chunk-17-1.png
man/figures/README-unnamed-chunk-17-2.png
man/figures/README-unnamed-chunk-17-3.png
man/figures/README-unnamed-chunk-18-1.png
man/figures/README-unnamed-chunk-18-2.png
man/figures/README-unnamed-chunk-19-1.png
man/figures/README-unnamed-chunk-3-1.png
man/figures/README-unnamed-chunk-4-1.png
man/figures/README-unnamed-chunk-5-1.png
man/figures/README-unnamed-chunk-6-1.png
man/figures/README-unnamed-chunk-7-1.png
man/figures/README-unnamed-chunk-8-1.png
man/figures/README-unnamed-chunk-9-1.png
man/fit-methods.Rd
man/inputs.Rd
man/lift.Rd
man/metricinfo.Rd
man/metrics.Rd
man/modelinfo.Rd
man/models.Rd
man/performance.Rd
man/performance_curve.Rd
man/plot-methods.Rd
man/predict.Rd
man/print-methods.Rd
man/quote.Rd
man/recipe_roles.Rd
man/reexports.Rd
man/resample-methods.Rd
man/response-methods.Rd
man/rfe-methods.Rd
man/set_monitor-methods.Rd
man/set_optim-methods.Rd
man/set_predict.Rd
man/set_strata.Rd
man/settings.Rd
man/step_kmeans.Rd
man/step_kmedoids.Rd
man/step_lincomp.Rd
man/step_sbf.Rd
man/step_spca.Rd
man/summary-methods.Rd
man/t.test.Rd
man/unMLModelFit.Rd
man/varimp.Rd
src/.gitignore
src/hazfit_efron.c
src/init.c
tests/testthat.R
tests/testthat/helper-models.R
tests/testthat/helper-parallel.R
tests/testthat/test-ML_AdaBagModel.R
tests/testthat/test-ML_AdaBoostModel.R
tests/testthat/test-ML_BARTMachineModel.R
tests/testthat/test-ML_BARTModel.R
tests/testthat/test-ML_BlackBoostModel.R
tests/testthat/test-ML_C50Model.R
tests/testthat/test-ML_CForestModel.R
tests/testthat/test-ML_CoxModel.R
tests/testthat/test-ML_EarthModel.R
tests/testthat/test-ML_FDAModel.R
tests/testthat/test-ML_GAMBoostModel.R
tests/testthat/test-ML_GBMModel.R
tests/testthat/test-ML_GLMBoostModel.R
tests/testthat/test-ML_GLMModel.R
tests/testthat/test-ML_GLMNetModel.R
tests/testthat/test-ML_KNNModel.R
tests/testthat/test-ML_LARSModel.R
tests/testthat/test-ML_LDAModel.R
tests/testthat/test-ML_LMModel.R
tests/testthat/test-ML_MDAModel.R
tests/testthat/test-ML_NNetModel.R
tests/testthat/test-ML_NaiveBayesModel.R
tests/testthat/test-ML_PLSModel.R
tests/testthat/test-ML_POLRModel.R
tests/testthat/test-ML_ParsnipModel.R
tests/testthat/test-ML_QDAModel.R
tests/testthat/test-ML_RFSRCModel.R
tests/testthat/test-ML_RPartModel.R
tests/testthat/test-ML_RandomForestModel.R
tests/testthat/test-ML_RangerModel.R
tests/testthat/test-ML_SVMModel.R
tests/testthat/test-ML_StackedModel.R
tests/testthat/test-ML_SuperModel.R
tests/testthat/test-ML_SurvRegModel.R
tests/testthat/test-ML_TreeModel.R
tests/testthat/test-ML_XGBModel.R
tests/testthat/test-ModelSpecification.R
tests/testthat/test-TrainedInputs.R
tests/testthat/test-TrainedModels.R
tests/testthat/test-combine.R
tests/testthat/test-controls.R
tests/testthat/test-discrete-vars.R
tests/testthat/test-grids.R
tests/testthat/test-info.R
tests/testthat/test-model-comparisons.R
tests/testthat/test-offsets.R
tests/testthat/test-rfe.R
tests/testthat/test-settings.R
tests/testthat/test-survival.R
tests/testthat/test-survival.txt
tests/testthat/test-varimp.R
tests/testthat/test-weights.R
vignettes/MLModels.Rmd
vignettes/UserGuide.Rmd
vignettes/bibliography.bib
vignettes/img/FigModelDAG.png
vignettes/img/FigNestedCV.png
vignettes/img/using_strategies_tune_plot-1.png
vignettes/setup.R
