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Merge pull request #180 from tidymodels/rc-1-1-1
RC 1.1.1
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.Rbuildignore

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^man-roxygen$
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^[\.]?air\.toml$
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^\.vscode$
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^CRAN-SUBMISSION$

DESCRIPTION

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Package: workflowsets
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Title: Create a Collection of 'tidymodels' Workflows
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Version: 1.1.0.9000
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Version: 1.1.1
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Authors@R: c(
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person("Hannah", "Frick", , "hannah@posit.co", role =c("aut", "cre"),
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comment = c(ORCID = "0000-0002-6049-5258")),
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person("Max", "Kuhn", , "max@posit.co", role = "aut",
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comment = c(ORCID = "0000-0003-2402-136X")),
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person("Simon", "Couch", , "simon.couch@posit.co", role = c("aut", "cre"),
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person("Simon", "Couch", , "simon.couch@posit.co", role = "aut",
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comment = c(ORCID = "0000-0001-5676-5107")),
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person("Posit Software, PBC", role = c("cph", "fnd"),
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comment = c(ROR = "03wc8by49"))

NEWS.md

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# workflowsets (development version)
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# workflowsets 1.1.1
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* Added a `collect_extracts()` method for workflow sets (#156).
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* Added a `collect_extracts()` method for workflow sets (@jrosell, #156).
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* The deprecation of the `pull_*()` functions has been moved forward. These functions now error. Please use the `extract_*()` functions instead (#178).
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README.Rmd

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@@ -183,14 +183,14 @@ The `results` column contains the results of each call to `tune_grid()` for the
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The `autoplot()` method shows the rankings of the workflows:
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```{r plot, fig.height = 4, dev = "svg"}
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```{r plot, fig.height = 4}
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autoplot(chi_models)
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```
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or the best from each workflow:
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```{r plot-best, fig.height = 4, dev = "svg"}
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```{r plot-best, fig.height = 4}
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autoplot(chi_models, select_best = TRUE)
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```
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README.md

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metrics = metric_set(mae), verbose = TRUE
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)
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#> i 1 of 7 tuning: simple_glmnet
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#> ✔ 1 of 7 tuning: simple_glmnet (3s)
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#> ✔ 1 of 7 tuning: simple_glmnet (2s)
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#> i 2 of 7 tuning: simple_cart
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#> ✔ 2 of 7 tuning: simple_cart (4.1s)
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#> ✔ 2 of 7 tuning: simple_cart (2.8s)
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#> i 3 of 7 tuning: simple_knn
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#> ✔ 3 of 7 tuning: simple_knn (3.7s)
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#> ✔ 3 of 7 tuning: simple_knn (2.3s)
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#> Warning: Using `all_of()` outside of a selecting function was deprecated in tidyselect
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#> 1.2.0.
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#> ℹ See details at
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#> <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
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#> This warning is displayed once every 8 hours.
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#> Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
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#> generated.
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#> i 4 of 7 tuning: filter_cart
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#> ✔ 4 of 7 tuning: filter_cart (8.4s)
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#> ✔ 4 of 7 tuning: filter_cart (5.4s)
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#> i 5 of 7 tuning: filter_knn
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#> ✔ 5 of 7 tuning: filter_knn (7.8s)
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#> ✔ 5 of 7 tuning: filter_knn (5.3s)
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#> i 6 of 7 tuning: pca_cart
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#> ✔ 6 of 7 tuning: pca_cart (5.5s)
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#> ✔ 6 of 7 tuning: pca_cart (4s)
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#> i 7 of 7 tuning: pca_knn
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#> ✔ 7 of 7 tuning: pca_knn (5.4s)
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#> ✔ 7 of 7 tuning: pca_knn (3.6s)
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chi_models
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#> # A workflow set/tibble: 7 × 4
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#> wflow_id info option result
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autoplot(chi_models)
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```
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<img src="man/figures/README-plot-1.svg" width="100%" />
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<img src="man/figures/README-plot-1.png" width="100%" />
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or the best from each workflow:
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``` r
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autoplot(chi_models, select_best = TRUE)
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```
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<img src="man/figures/README-plot-best-1.svg" width="100%" />
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<img src="man/figures/README-plot-best-1.png" width="100%" />
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We can determine how well each combination did by looking at the best
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results per workflow:
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#> 2 2 2.23 decision_tree simple_cart Preprocessor1_Model06
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#> 3 3 2.63 decision_tree filter_cart Preprocessor06_Model1
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#> 4 4 2.97 decision_tree pca_cart Preprocessor4_Model2
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#> 5 5 3.37 nearest_neighbor simple_knn Preprocessor1_Model07
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#> 5 5 3.24 nearest_neighbor simple_knn Preprocessor1_Model02
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#> 6 6 3.47 nearest_neighbor filter_knn Preprocessor06_Model1
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#> 7 7 3.89 nearest_neighbor pca_knn Preprocessor4_Model2
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#> 7 7 3.90 nearest_neighbor pca_knn Preprocessor2_Model2
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```
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## Contributing

cran-comments.md

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## R CMD check results
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0 errors | 0 warnings | 0 notes
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## revdepcheck results
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We checked 9 reverse dependencies, comparing R CMD check results across CRAN and dev versions of this package.
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* We saw 0 new problems
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* We failed to check 0 packages
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man/figures/README-plot-best-1.png

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