├── .Rbuildignore ├── .Rprofile ├── .github └── pull_request_template.md ├── .gitignore ├── .nojekyll ├── CNAME ├── CODE_OF_CONDUCT.md ├── DESCRIPTION ├── R ├── _common.R ├── _themes.R ├── _themes_ggplot.R ├── _themes_gt.R ├── ames_maximum_dissimilarity.R ├── barley_iterative.R ├── barley_iterative.Rout ├── barley_pca_animation.R ├── barley_savitzky_golay_demo.R ├── barley_two_param_iterative.R ├── barley_two_param_iterative.Rout ├── bart_interactions.R ├── bayesian_opt_1d.R ├── cubist_formatting.R ├── forested_interactions.R ├── forested_interactions.Rout ├── forested_loss_examples.R ├── forested_loss_examples.Rout ├── forested_mlp.R ├── forested_penalized.R ├── logistic_mcmc.R ├── make_ames_original_data.R ├── make_csv.R ├── make_simulation_data.R ├── make_spatial_block_data.R ├── make_umap_data.R ├── nested-resampling.R ├── post-process-bib-file.R ├── qc_qmd.R ├── refresh_renv.R ├── rpart_progress.R ├── segment_cells.R ├── setup_2D_GD.R ├── setup_ames.R ├── setup_calibration_simulation.R ├── setup_chemometrics.R ├── setup_deliveries.R ├── setup_forested.R ├── setup_forested.Rout ├── setup_hotel_rates.R ├── setup_mushrooms.R ├── setup_two_class_example.R ├── shiny-bo-1d.R ├── shiny-bo.R ├── shiny-forested-logistic.R ├── shiny-ga.R ├── shiny-gd.R ├── shiny-imputation-exploration-updated.R ├── shiny-imputation-exploration.R ├── shiny-interaction-contours-updated.R ├── shiny-interaction-contours.R ├── shiny-linear-loadings-updated.R ├── shiny-linear-loadings.R ├── shiny-linear-scores-updated.R ├── shiny-linear-scores.R ├── shiny-penalty.R ├── shiny-piecewise.R ├── shiny-polynomial.R ├── shiny-sa.R ├── shiny-setup-updated.R ├── shiny-setup.R ├── shiny-spline-manual-knots.R ├── shiny-spline-natural.R ├── shiny-umap-updated.R ├── shiny-umap.R ├── sim_sa.R ├── whole-game-tree.R └── wordle_models.R ├── RData ├── all_penalties.RData ├── ames_folds.RData ├── ames_original.RData ├── ames_train.RData ├── barley_2d_pca_.RData ├── barley_iterative.RData ├── barley_linear_embeddings.RData ├── bart_interaction_res.RData ├── bayes_opt_calcs.RData ├── bayesian_opt_1d.RData ├── deliveries.RData ├── deliveries_cubist.RData ├── deliveries_lm.RData ├── forest_linear_res.RData ├── forested_all.RData ├── forested_data.RData ├── forested_interactions.RData ├── forested_mlp.Rdata ├── forested_plot_sf.RData ├── forested_sf_all.RData ├── forested_split_info.RData ├── grid_benchmarks.RData ├── hotel_rates_all.RData ├── logistic_bayes.RData ├── mlp_rf_mtr.RData ├── mushrooms.RData ├── nested_res.RData ├── nnet_sa_res.RData ├── noise_simulation_results.RData ├── one_user_data_splits.RData ├── one_user_results.RData ├── optimizers.RData ├── resampling_var_bias.RData ├── savitzky_golay_demo.RData ├── simulation_data.RData ├── two_param_iter_bo.RData ├── two_param_iter_ga.RData ├── two_param_iter_initial.RData ├── two_param_iter_large.RData ├── two_param_iter_sa.RData ├── two_param_iter_so.RData ├── umap_results.RData ├── wordle_results.RData └── wordle_tries.RData ├── README.md ├── _extensions ├── leovan │ └── pseudocode │ │ ├── _extension.yml │ │ ├── after_body.html │ │ ├── in_header.html │ │ └── pseudocode.lua └── quarto-ext │ ├── fancy-text │ ├── _extension.yml │ └── fancy-text.lua │ ├── fontawesome │ ├── _extension.yml │ ├── assets │ │ ├── css │ │ │ ├── all.css │ │ │ └── latex-fontsize.css │ │ └── webfonts │ │ │ ├── FontAwesome6Brands-Regular-400.ttf │ │ │ ├── FontAwesome6Brands-Regular-400.woff2 │ │ │ ├── FontAwesome6Free-Regular-400.ttf │ │ │ ├── FontAwesome6Free-Regular-400.woff2 │ │ │ ├── FontAwesome6Free-Solid-900.ttf │ │ │ ├── FontAwesome6Free-Solid-900.woff2 │ │ │ ├── fa-brands-400.ttf │ │ │ ├── fa-brands-400.woff2 │ │ │ ├── fa-regular-400.ttf │ │ │ ├── fa-regular-400.woff2 │ │ │ ├── fa-solid-900.ttf │ │ │ ├── fa-solid-900.woff2 │ │ │ ├── fa-v4compatibility.ttf │ │ │ └── fa-v4compatibility.woff2 │ └── fontawesome.lua │ └── shinylive │ ├── README.md │ ├── _extension.yml │ ├── resources │ └── css │ │ └── shinylive-quarto.css │ └── shinylive.lua ├── _freeze ├── chapters │ ├── categorical-predictors │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-agents-1.svg │ │ │ ├── fig-effect-encoding-1.svg │ │ │ └── fig-ordered-1.svg │ ├── cls-case-study │ │ └── execute-results │ │ │ └── html.json │ ├── cls-imbalance │ │ └── execute-results │ │ │ └── html.json │ ├── cls-linear │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-cls-boundaries-1.png │ │ │ ├── fig-counties-1.svg │ │ │ ├── fig-forest-logistic-1.svg │ │ │ ├── fig-forest-logistic-diag-1.svg │ │ │ ├── fig-forest-percentiles-1.svg │ │ │ ├── fig-forested-interactions-1.svg │ │ │ ├── fig-logistic-glmnet-1.svg │ │ │ ├── fig-logistic-posterior-1.svg │ │ │ ├── fig-longitude-pdp-1.svg │ │ │ ├── fig-longitude-resdiauls-1.svg │ │ │ ├── fig-mcmc-warmup-1.svg │ │ │ ├── fig-sparse-posteriors-1.svg │ │ │ └── fig-two-feature-penalty-1.svg │ ├── cls-metrics │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-brier-decomp-1.svg │ │ │ ├── fig-cal-break-curves-1.svg │ │ │ ├── fig-cal-curves-1.svg │ │ │ ├── fig-desirability-1.svg │ │ │ ├── fig-discrim-vs-cal-1.svg │ │ │ ├── fig-gain-curve-1.svg │ │ │ ├── fig-naive-bayes-probs-1.svg │ │ │ ├── fig-pr-curve-1.svg │ │ │ ├── fig-re-cal-curves-1.svg │ │ │ ├── fig-recal-iso-curves-1.svg │ │ │ ├── fig-roc-curve-1.svg │ │ │ └── fig-wordle-prior-1.svg │ ├── cls-nonlinear │ │ └── execute-results │ │ │ └── html.json │ ├── cls-summary │ │ └── execute-results │ │ │ └── html.json │ ├── cls-trees │ │ └── execute-results │ │ │ └── html.json │ ├── comparing-models │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-bayesian-ROPE-1.svg │ │ │ ├── fig-bayesian-contrast-posterior-1.svg │ │ │ ├── fig-bayesian-model-posterior-1.svg │ │ │ ├── fig-bootstrap-test-1.svg │ │ │ ├── fig-equivalence-intervals-1.svg │ │ │ ├── fig-interval-width-1.svg │ │ │ ├── fig-variance-partition-one-way-1.svg │ │ │ └── fig-variance-partition-one-way-with-blocks-1.svg │ ├── contributing │ │ └── execute-results │ │ │ └── html.json │ ├── embeddings │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── barley-ord-orig-1.png │ │ │ ├── fig-barley-data-1.svg │ │ │ ├── fig-barley-isomap-1.png │ │ │ ├── fig-barley-linear-bakeoff-1.svg │ │ │ ├── fig-barley-pca-scree-1.svg │ │ │ ├── fig-mds-example-1.png │ │ │ └── fig-nsc-1.svg │ ├── feature-selection │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-irrelevant-predictors-1.svg │ │ │ ├── fig-mlp-rf-1.svg │ │ │ ├── fig-selection-sa-1.svg │ │ │ └── fig-selection-sa-resamples-1.svg │ ├── grid-search │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-bst-grids-1.svg │ │ │ ├── fig-bst-irregular-grid-tuning-1.svg │ │ │ ├── fig-bst-regular-grid-tuning-1.svg │ │ │ ├── fig-lhs-sampled-1.svg │ │ │ ├── fig-nested-1.svg │ │ │ ├── fig-racing-initial-1.svg │ │ │ └── shiny-1d-boost-1.svg │ ├── initial-data-splitting │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-ames-splitting-1.svg │ │ │ └── fig-spatial-block-1.svg │ ├── interactions-nonlinear │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-bart-interaction-1.svg │ │ │ ├── fig-bases-1.svg │ │ │ ├── fig-delivery-items-1.svg │ │ │ ├── fig-delivery-no-interact-1.svg │ │ │ ├── fig-ensemble-pdp-1.svg │ │ │ ├── fig-flat-interaction-1.svg │ │ │ ├── fig-fossil-bins-1.svg │ │ │ ├── fig-hstats-interaction-1.svg │ │ │ ├── fig-lin-reg-interactions-1.svg │ │ │ ├── fig-nonlinear-sim-1.svg │ │ │ ├── fig-sim-results-1.svg │ │ │ ├── fig-tradeoff-1.svg │ │ │ ├── fig-two-class-corr-1.svg │ │ │ └── fig-wall-of-pie-1.svg │ ├── introduction │ │ └── execute-results │ │ │ └── html.json │ ├── iterative-search │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-beta-dist-1.svg │ │ │ ├── fig-nnet-sg-iterations-1.svg │ │ │ ├── fig-savitzky-golay-1.svg │ │ │ ├── fig-svm-grid-1.svg │ │ │ └── fig-two-candidates-1.svg │ ├── missing-data │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-ames-missing-1.svg │ │ │ ├── fig-ames-missing-distribution-1.svg │ │ │ ├── fig-ames-patterns-1.svg │ │ │ ├── fig-hotels-agent-missing-1.svg │ │ │ ├── fig-imputation-distance-comparison-1.svg │ │ │ ├── fig-imputation-simulation-data-1.svg │ │ │ └── fig-missing-naive-bayes-1.svg │ ├── numeric-predictors │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-ames-lot-area-1.svg │ │ │ ├── fig-ames-lot-living-area-1.svg │ │ │ └── fig-standardization-1.svg │ ├── overfitting │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-complexity-error-1.svg │ │ │ ├── fig-complexity-resampling-1.svg │ │ │ ├── fig-learn-rate-grid-1.svg │ │ │ ├── fig-two-class-new-1.svg │ │ │ └── fig-two-class-overfit-1.svg │ ├── resampling │ │ ├── execute-results │ │ │ └── html.json │ │ └── figure-html │ │ │ ├── fig-boot-stats-1.svg │ │ │ ├── fig-cv-stats-1.svg │ │ │ └── fig-mccv-stats-1.svg │ └── whole-game │ │ ├── execute-results │ │ └── html.json │ │ └── figure-html │ │ ├── fig-delivery-cubist-obs-pred-1.png │ │ ├── fig-delivery-hist-1.png │ │ ├── fig-delivery-increases-1.svg │ │ ├── fig-delivery-lm-obs-pred-1.png │ │ ├── fig-delivery-nnet-obs-pred-1.png │ │ ├── fig-delivery-nnet-tune-1.svg │ │ ├── fig-delivery-predictors-1.png │ │ └── fig-delivery-test-obs-pred-1.png ├── index │ └── execute-results │ │ └── html.json └── site_libs │ ├── Proj4Leaflet-1.0.1 │ └── proj4leaflet.js │ ├── clipboard │ └── clipboard.min.js │ ├── crosstalk-1.2.1 │ ├── css │ │ └── crosstalk.min.css │ ├── js │ │ ├── crosstalk.js │ │ ├── crosstalk.js.map │ │ ├── crosstalk.min.js │ │ └── crosstalk.min.js.map │ └── scss │ │ └── crosstalk.scss │ ├── htmltools-fill-0.5.8.1 │ └── fill.css │ ├── htmlwidgets-1.6.4 │ └── htmlwidgets.js │ ├── jquery-3.5.1 │ ├── jquery-AUTHORS.txt │ ├── jquery.js │ ├── jquery.min.js │ └── jquery.min.map │ ├── jquery-3.6.0 │ ├── jquery-3.6.0.js │ ├── jquery-3.6.0.min.js │ └── jquery-3.6.0.min.map │ ├── kePrint-0.0.1 │ └── kePrint.js │ ├── leaflet-1.3.1 │ ├── images │ │ ├── layers-2x.png │ │ ├── layers.png │ │ ├── marker-icon-2x.png │ │ ├── marker-icon.png │ │ └── marker-shadow.png │ ├── leaflet.css │ └── leaflet.js │ ├── leaflet-binding-2.2.2 │ └── leaflet.js │ ├── leaflet-providers-2.0.0 │ └── leaflet-providers_2.0.0.js │ ├── leaflet-providers-plugin-2.2.2 │ └── leaflet-providers-plugin.js │ ├── leafletfix-1.0.0 │ └── leafletfix.css │ ├── lightable-0.0.1 │ └── lightable.css │ ├── plotly-binding-4.11.0 │ └── plotly.js │ ├── plotly-htmlwidgets-css-2.11.1 │ └── plotly-htmlwidgets.css │ ├── plotly-main-2.11.1 │ └── plotly-latest.min.js │ ├── proj4-2.6.2 │ └── proj4.min.js │ ├── rstudio_leaflet-1.3.1 │ ├── images │ │ └── 1px.png │ └── rstudio_leaflet.css │ └── typedarray-0.1 │ └── typedarray.min.js ├── _quarto.yml ├── chapters ├── categorical-predictors.html ├── categorical-predictors.qmd ├── categorical-predictors_files │ └── figure-html │ │ ├── fig-agents-1.svg │ │ ├── fig-effect-encoding-1.svg │ │ └── fig-ordered-1.svg ├── cls-case-study.qmd ├── cls-ensembles.qmd ├── cls-imbalance.qmd ├── cls-linear.qmd ├── cls-metrics.qmd ├── cls-nonlinear.qmd ├── cls-summary.qmd ├── cls-trees.qmd ├── comparing-models.qmd ├── contributing.html ├── contributing.qmd ├── embeddings.qmd ├── embeddings_files │ ├── execute-results │ │ └── html.json │ └── figure-html │ │ ├── barley-ord-orig-1.png │ │ ├── fig-barley-data-1.svg │ │ ├── fig-barley-isomap-1.png │ │ ├── fig-barley-linear-bakeoff-1.svg │ │ ├── fig-barley-pca-scree-1.svg │ │ ├── fig-mds-example-1.png │ │ └── fig-nsc-1.svg ├── feature-selection.qmd ├── grid-search.qmd ├── initial-data-splitting.html ├── initial-data-splitting.qmd ├── initial-data-splitting_files │ └── figure-html │ │ ├── fig-ames-splitting-1.svg │ │ └── fig-spatial-block-1.svg ├── interactions-nonlinear.qmd ├── introduction.qmd ├── iterative-search.qmd ├── missing-data.qmd ├── news.html ├── news.qmd ├── numeric-predictors.qmd ├── overfitting.qmd ├── resampling.qmd ├── whole-game.html ├── whole-game.qmd └── whole-game_files │ └── figure-html │ ├── fig-delivery-cubist-obs-pred-1.png │ ├── fig-delivery-hist-1.png │ ├── fig-delivery-increases-1.svg │ ├── fig-delivery-lm-obs-pred-1.png │ ├── fig-delivery-nnet-obs-pred-1.png │ ├── fig-delivery-nnet-tune-1.svg │ ├── fig-delivery-predictors-1.png │ └── fig-delivery-test-obs-pred-1.png ├── delimited ├── AmesHousing.xls └── deliveries.csv ├── includes ├── aml4td.scss ├── chicago-author-date-inline.csl ├── references_linked.bib └── references_original.bib ├── index.qmd ├── license.txt ├── premade ├── anime_ames_selection.gif ├── anime_barley_pca.gif ├── anime_learn_rate.gif ├── anime_tree_collapse.gif ├── boostrap_stat.svg ├── bootstraps.svg ├── cc-by-nc-sa.png ├── cells.png ├── delivery-tree.pdf ├── delivery-tree.svg ├── diagram_modeling_process.graffle ├── diagram_within_model_cycle.pdf ├── diagram_within_model_cycle.svg ├── mc-cv.svg ├── mlp.svg ├── mlp.tex ├── nnet_end.pdf ├── nnet_end.svg ├── nnet_end.tex ├── nnet_start.pdf ├── nnet_start.svg ├── nnet_start.tex ├── overall_process_validation.pdf ├── overall_process_validation.svg ├── resampling.svg ├── rolling.svg ├── segmented.png ├── sleep.jpeg ├── three-CV-iter.svg ├── three-CV.svg ├── validation.svg ├── vgg16.jpg ├── vgg16.pdf └── vgg16.tex ├── release.md ├── renv.lock ├── renv ├── .gitignore ├── activate.R └── settings.json ├── site_libs ├── Proj4Leaflet-1.0.1 │ └── proj4leaflet.js ├── bootstrap │ ├── bootstrap-ac94f01b84e0cf733daf4ed4b084c36a.min.css │ ├── bootstrap-icons.css │ ├── bootstrap-icons.woff │ └── bootstrap.min.js ├── clipboard │ └── clipboard.min.js ├── crosstalk-1.2.1 │ ├── css │ │ └── crosstalk.min.css │ ├── js │ │ ├── crosstalk.js │ │ ├── crosstalk.js.map │ │ ├── crosstalk.min.js │ │ └── crosstalk.min.js.map │ └── scss │ │ └── crosstalk.scss ├── htmltools-fill-0.5.8.1 │ └── fill.css ├── htmlwidgets-1.6.4 │ └── htmlwidgets.js ├── jquery-3.5.1 │ ├── jquery-AUTHORS.txt │ ├── jquery.js │ ├── jquery.min.js │ └── jquery.min.map ├── jquery-3.6.0 │ ├── jquery-3.6.0.js │ ├── jquery-3.6.0.min.js │ └── jquery-3.6.0.min.map ├── kePrint-0.0.1 │ └── kePrint.js ├── leaflet-1.3.1 │ ├── images │ │ ├── layers-2x.png │ │ ├── layers.png │ │ ├── marker-icon-2x.png │ │ ├── marker-icon.png │ │ └── marker-shadow.png │ ├── leaflet.css │ └── leaflet.js ├── leaflet-binding-2.2.2 │ └── leaflet.js ├── leaflet-providers-2.0.0 │ └── leaflet-providers_2.0.0.js ├── leaflet-providers-plugin-2.2.2 │ └── leaflet-providers-plugin.js ├── leafletfix-1.0.0 │ └── leafletfix.css ├── lightable-0.0.1 │ └── lightable.css ├── plotly-binding-4.11.0 │ └── plotly.js ├── plotly-htmlwidgets-css-2.11.1 │ └── plotly-htmlwidgets.css ├── plotly-main-2.11.1 │ └── plotly-latest.min.js ├── proj4-2.6.2 │ └── proj4.min.js ├── quarto-contrib │ └── fontawesome6-0.1.0 │ │ ├── 1e21o67 │ │ ├── FontAwesome6Brands-Regular-400.ttf │ │ ├── FontAwesome6Brands-Regular-400.woff2 │ │ ├── FontAwesome6Free-Regular-400.ttf │ │ ├── FontAwesome6Free-Regular-400.woff2 │ │ ├── FontAwesome6Free-Solid-900.ttf │ │ └── FontAwesome6Free-Solid-900.woff2 │ │ ├── 30yblb │ │ └── FontAwesome6Free-Regular-400.woff2 │ │ ├── all.css │ │ └── latex-fontsize.css ├── quarto-html │ ├── anchor.min.js │ ├── popper.min.js │ ├── quarto-syntax-highlighting-e1a5c8363afafaef2c763b6775fbf3ca.css │ ├── quarto.js │ ├── tabsets │ │ └── tabsets.js │ ├── tippy.css │ └── tippy.umd.min.js ├── quarto-nav │ ├── headroom.min.js │ └── quarto-nav.js ├── quarto-search │ ├── autocomplete.umd.js │ ├── fuse.min.js │ └── quarto-search.js ├── rstudio_leaflet-1.3.1 │ ├── images │ │ └── 1px.png │ └── rstudio_leaflet.css └── typedarray-0.1 │ └── typedarray.min.js └── website.Rproj /.Rbuildignore: -------------------------------------------------------------------------------- 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