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R tools for healthcare machine learning

Results 75 healthcareai-r issues
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Let's us use it numerically or as factor

enhancement

Sometimes don't want any prefix; would be nice to be able to specify `prefix = ""`

enhancement

![image.png](https://images.zenhubusercontent.com/5841ddd8b9dc3c622022dfbb/f555f105-8fc2-4303-aeca-41ca83a4b304) I know this is because `predict(m)` uses stored training data, which is prepped, rather than new data that isn't necessarily prepped. I don't think it's a big deal that...

bug low

In 3-panel plots the bottom panel is getting squeezed. Maybe use [patchwork](https://github.com/thomasp85/patchwork) instead of cowplot.

help wanted
visualization

We currently have model info in a lot of different places: model names, hyperparameters, whether they are good for variable importance/interpretation, etc. Putting all that in one table would make...

See https://topepo.github.io/recipes/reference/step_ordinalscore.html

enhancement
help wanted
data prep

## Background It appears that dplyr (or an underlying library) does not support SQL CTEs. Since they are useful in creating maintainable code and are an HC standard, we should...

enhancement
databases
errors/warnings/messages

- [ ] Define a custom recipe and attach it to a model_list - [ ] Train a caret model or two and make a model_list of them with `as.model_list`...

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