'.model invalid formula in data_grid() function in R
I am trying to use the data_grid function in R and auto-fill some values with the 'standard' values. I created my model using a LASSO logit model which I've fit and finalized with the best fit as follows:
model_final <-
finalize_workflow(workflow,
select_best(tuning_fit,
metric = "roc_auc")) %>%
fit(data3)
When I try to put .model=model_final in my data_grid function, I get an error for invalid formula. I've also tried to put .model=model_final$fit, but this has the same error.
I've also tried the following line of code and then putting the new bit, model_fit, in the place of model_final from the above attempts in both ways. I still fail with the same error.
model_fit<-model_final%>%
extract_fit_parsnip(model_final)
I'm new to R so any help and explanations on why this is happening would be much appreciated.
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