Adriane Boyd

For `textcat` I think it's a bug in the scorer that the threshold is not set to `0.0` for `multi_label=False`. It doesn't make sense for there to be a threshold...

No, not in this PR. It should look the same as the `cats_macro_auc` with the same values for all thresholds. I'm trying to think about how you could detect the...

I meant emitting a warning in `find-threshold` if you were doing something that didn't make sense, to avoid users trying to do this for cases where we know it's not...

Otherwise they're going to be scratching their heads for `textcat_multilabel`, like they're using `cats_score` as the provided reference score and they know the threshold can matter, but then the results...

I'm also not getting the results I'd expect for precision with a threshold of `1.0`, which looks like an issue with `PRFScore` as opposed to an individual scoring method: ```...

Let's see, to catch some common problems: * check for `textcat` since the threshold doesn't make sense for exclusive classes * check for all returned values being the same since...

Can you have a look at the conflicts?

Ah, then I would change it to: ``` spacy-experimental>=0.2.0,

I think text visualizations will be a great addition! It feels like this should fit under `displacy` rather than as a method on `Doc`, but I'm not sure about the...

The newer PR didn't get linked to this issue at the time, but we decided to move these changes to v4 and #11429 fixes this bug.