Serafeim Loukas, PhD

Indeed, I just opened an issue having a similar question to yours: https://github.com/TeamHG-Memex/eli5/issues/365. I have found a connection but not sure why is that. Also, **still not sure if these...

I did some deep research. After going through the source code here is what I believe for the case where `cv` is used and is not `prefit` or `None`. I...

> @seralouk Indeed. But the +- error is not the same as standard deviation. The error should decrease as you increase the number of iterations, `n_iter`, whereas the standard deviation...

As a follow-up, it seems that they coded it as `2*std` to get the 95% CI estimation see comment here: https://github.com/TeamHG-Memex/eli5/issues/365#issuecomment-597056611). However, this is still not correct and it should...

Thanks for the reply. Indeed, there is some confusion. Right now the `show_weights()` function prints `mean +- 2* SD`. If the intention is really to print a measure of CI...

Sure. `mean ± std` makes much more sense compared to `mean ± 2*std` Additionally, using the `results_ `attribute of the `PermutationImportance` object, one can calculate pretty much everything like SEM...

Good idea to plot the variance as a function of iterations. I was hoping that there would be a rule of thumb that connects the number of iterations with the...

I have a macbook and I use jupyter from Firefox. I have tried all possible combinations for commenting/uncommenting a part of code but no luck. Any tip? How can I...

Thanks. I also found a crazy solution but it is not very convenient but **it works regardless of the keyboard's language.** - Press the **Option** button and keep holding it....

**This is really bug.** I just used `fmriprep` but I noticed that `BIDSLayout` would fail. This is because the `dataset_description.json` file did not have a `PipelineDescription` key but instead it...