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Update 15-workflow-sets.Rmd #385

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4 changes: 2 additions & 2 deletions 15-workflow-sets.Rmd
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Expand Up @@ -88,7 +88,7 @@ poly_recipe <-
step_interact(~ all_predictors():all_predictors())
```

For the models, we use the the `r pkg(parsnip)` addin to create a set of model specifications:
For the models, we use the `r pkg(parsnip)` addin to create a set of model specifications:

```{r workflow-sets-models}
library(rules)
Expand Down Expand Up @@ -334,7 +334,7 @@ autoplot(grid_results, id = "Cubist", metric = "rmse")
#| fig.width = 8,
#| fig.height = 4.5,
#| fig.cap = "The `autoplot()` results for the Cubist model contained in the workflow set.",
#| fig.alt = "The `autoplot()` results for the Cubist model contained in the workflow set. The visalization has a panel for each tuning pameter and shows performance versus the parameter values."
#| fig.alt = "The `autoplot()` results for the Cubist model contained in the workflow set. The visualization has a panel for each tuning parameter and shows performance versus the parameter values."
```

There are also methods for `collect_predictions()` and `collect_metrics()`.
Expand Down