[15:37:26] * awight adds to questions for catrope oracle
[15:37:48] <halfak> awight, I was thinking about that. 
[15:37:57] <halfak> I think we can do something in the UI safely. 
[15:38:10] <halfak> Hitting JADE's API to suppress something will return the event data itself. 
[15:38:33] <halfak> So anything that hits that API will know that the action completed and will be able to update the user-presentation. 
[15:38:52] <halfak> I think refreshing the page might be a problem.  Could take time if there's lag on MW's side. 
[15:39:31] <halfak> Does that address the problem you think? 
[15:39:37] <halfak> or are you talking about something different?
[15:40:24] <halfak> Fun story: The gradient boosting models are substantially more sane but they suffer from the same problem as random forest WRT ROC-AUC