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featurea feature request or enhancementa feature request or enhancementtidy-dev-day 🤓Tidyverse Developer Day rstd.io/tidy-dev-dayTidyverse Developer Day rstd.io/tidy-dev-day
Description
Same as tidymodels/tune#912
library(tidymodels)
library(finetune)set.seed(6735)
folds <- vfold_cv(mtcars, v = 5)
spline_rec <-
recipe(mpg ~ ., data = mtcars) %>%
step_spline_natural(disp, deg_free = tune("disp")) %>%
step_spline_natural(wt, deg_free = tune("wt"))
lin_mod <-
linear_reg() %>%
set_engine("lm")
spline_wflow <- workflow(spline_rec, lin_mod)
spline_grid <- expand.grid(disp = 2:5, wt = 2:5)
spline_res <-
spline_wflow %>%
tune_sim_anneal(spline_rec, resamples = folds)
#> Warning: The `...` are not used in this function but one or more objects were
#> passed: ''
#> Optimizing rmse
#> Initial best: 2.64170
#> 1 ◯ accept suboptimal rmse=3.5264 (+/-0.5527)
#> 2 ◯ accept suboptimal rmse=5.7856 (+/-0.8672)
#> 3 + better suboptimal rmse=4.1851 (+/-0.5124)
#> 4 ─ discard suboptimal rmse=5.5377 (+/-0.7899)
#> 5 + better suboptimal rmse=3.0792 (+/-0.4582)
#> 6 ─ discard suboptimal rmse=5.2613 (+/-0.4338)
#> 7 ─ discard suboptimal rmse=3.6311 (+/-0.5161)
#> 8 ✖ restart from best rmse=3.0093 (+/-0.4751)
#> 9 ─ discard suboptimal rmse=3.2367 (+/-0.3523)
#> 10 ─ discard suboptimal rmse=4.3919 (+/-0.6772)Created on 2024-06-24 with reprex v2.1.0
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featurea feature request or enhancementa feature request or enhancementtidy-dev-day 🤓Tidyverse Developer Day rstd.io/tidy-dev-dayTidyverse Developer Day rstd.io/tidy-dev-day