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It would be useful to implement, as a prediction method, the Multisplit Conformal one by Solari & Djordjilović (https://arxiv.org/pdf/2103.00627.pdf)
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Hi,
since conformal prediction also works for classification, do you plan to implement it for classification here in the near future?
Best regards,
Robin
senge updated
5 years ago
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I just noticed your new update that implements conformal prediction intervals. While I don't see any bugs it appears the empirical distribution of the nonconformity scores (i.e. the abs(residuals(fit…
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**Is your feature request related to a problem? Please describe.**
Confidence and prediction bands offer a interesting insight into regression outcomes. While the fitted function (correct model selec…
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It would be interesting to be able to add bootstrapping functionnality from residuals of a model of the time series, this would help :
1. to compute prediction intervals when the method doesn't su…
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Hi! This is a bit of a general question / suggestion. I have trouble working with MAPIE and mlflow for experiment / model tracking. That is a bit of a pity, because it limits the usability of an other…
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### Contact Details
geethen.singh@gmail.com
### Dataset description
Using a modern uncertainty quantification method, conformal prediction, we have quantified the uncertainty for the first non-null…
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The company I work for is looking for someone to reduce the amount of time NGBoost takes to train and run inference.
We will be willing to pay someone to refactor the algorithm (rates are negotiable…
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### Contribution guidelines
- [X] I've read the [contribution guidelines](https://tvdboom.github.io/ATOM/latest/contributing/).
- [X] The documentation does not mention anything about this feature.
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https://christophm.github.io/interpretable-ml-book/