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add type argument to autoplot.workflowset() #134

Merged
merged 2 commits into from
Jan 8, 2024
Merged

add type argument to autoplot.workflowset() #134

merged 2 commits into from
Jan 8, 2024

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simonpcouch
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Closes #114.

Unsure whether we should add an argument like this PR does or just change the default behavior. Also, I don't feel confident in the names of the argument values.🤔

library(tidymodels)

mt_rec <- recipe(mpg ~ ., mtcars)
mt_rec2 <- mt_rec %>% step_normalize(all_numeric_predictors())
mt_rec3 <- mt_rec %>% step_YeoJohnson(all_numeric_predictors())

wflow_set <-
   workflow_set(list(mt_rec, mt_rec2, mt_rec3), list(linear_reg()))

set.seed(1)
wflow_set_fit <- 
   workflow_map(
      wflow_set, 
      "fit_resamples", 
      resamples = bootstraps(mtcars), 
      seed = 1
   )

autoplot(wflow_set_fit, type = "wflow_id")

Created on 2023-11-29 with reprex v2.0.2

@simonpcouch
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No need to review for the nitty gritty until we feel that the overall approach is sound.

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@EmilHvitfeldt EmilHvitfeldt left a comment

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I really like the new type. But I don't have strong feelings about making it the default.

I wish documentation was better

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@topepo topepo left a comment

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Looks great. No notes.

@simonpcouch simonpcouch merged commit 148e737 into main Jan 8, 2024
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@simonpcouch simonpcouch deleted the plot-114 branch January 8, 2024 18:33
@jrosell
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jrosell commented Jan 9, 2024

I really like the new type. But I don't have strong feelings about making it the default.

I wish documentation was better

IMHO, it could be a better default.

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More informative autoplot.workflowset
4 participants