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There is no explanation or reference to how you can change the coding contrasts for categorical predictiors in the unfold model in the documentation.
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The software package is dealing currently with tabular data only. However, there is one important aspect that has not been dealt with categorical variables.
To improve this:
- We need to add detec…
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When I try to evaluate my model or make predictions on the val set, I get the following error:
```
---------------------------------------------------------------------------
ValueError …
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Recently, [Sakai (2021)](https://aclanthology.org/2021.acl-long.214) compared several class, numeric, and proposed "ordinal" performance measures/metrics on ordinal classification tasks. This raises t…
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**Describe the bug**
When using the new MondrianCP class I'm unable to fit my estimator with a Pandas dataframe, while using the standard MapieRegressor this works fine. Since I'm using a sklearn p…
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I have preprocessed a data set with one-hot encoding for all categorical features. The data has now more than 30 binary (hot encoded) (0,1) features. If I try to run the "genetic", I get the error sho…
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In the Symbolic Regression generator we have:
`if rnd.random() < len(term_set)/(len(term_set)+len(func_set)):`
This uses a continuous variable to make what is really a **weighted categorical*…
jmmcd updated
1 month ago
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### What is the expected behavior?
Since we are going to introduce categorical labels (and perhaps categorical features), I think, we can re-consider type hints for the classifiers and regresso…
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See: https://github.com/egouldo/ManyAnalysts/issues/80#issue-2504983330
After re-running the systematic checks on the updated pipeline, the following holds:
1. continuous ratings, $Z_r$: `Review…
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### Willingness to contribute
No. I cannot contribute this feature at this time.
### Proposal Summary
I would like support for [pandas categorical data](https://pandas.pydata.org/docs/user_guide/ca…