[12:46:11] halfak: o/ [17:23:02] halfak: there? [17:23:16] In meeting, but will be done soon. [17:23:21] ohh ,ok [17:23:32] Feel free to post questions/discussion and I'll respond ASAP [17:25:52] so I looked at 75 samples in datasets/ folder containing attack, vandalism, spam categories and extracted log comments for each of them, interestingly enough most of "spam" articles had CSD:G11 - "Unambiguous advertising or promotion" [17:26:31] so I was thinking if there is any pattern to advertising drafts that we could somehow "capture" [17:27:13] because upon reading it was somewhat evident that these drafts were different from a typical Wikipedia article which adhere to "neutral point of view" [17:28:29] My theory: if we capture some kind of orientation of the draft towards positive or negative, can it lead us somewhere helpful? [17:41:22] o/ [17:41:25] Done with meeting [17:41:27] * halfak reads [17:42:03] codezee, I wonder if we could do some affect modeling. [17:42:32] https://github.com/clemtoy/WNAffect [17:42:38] or something like that. [17:43:44] seems interesting [17:44:53] halfak: the tuning_reports/ show GBC, LRs and Random Forests, was there any associated feature study that revealed which revealed which features helped most? [17:45:20] codezee, not in most cases. We did one for the wikidata model specifically. [17:47:00] halfak: then I think I can look at the features that were most useful and try to add WNAffect to them to see if it helps, once I get deletedtext access [17:47:28] does that make sense? [17:48:04] codezee, my suggestion is to try to get the code implemented now. I could run an extraction for you. [17:48:10] Using my creds. [17:48:20] It'll be a bit of a pain, but soon you'll be able to do it yourself. [17:49:43] halfak: okay, seems fair, I'll write the code for extracting features as well as bootstrapping affect modelling, and notify in a PR [17:50:13] sounds great! :) [17:50:23] all the best for AMA! [17:50:27] * halfak heads out to lunch [17:50:32] thanks! [20:12:43] halfak: I just woke up [20:12:48] * Amir1 needs coffee [20:15:32] o/ Amir1 [20:16:11] Just about to send out the final confirmation tweet. [20:21:16] halfak: Just made my reddit account https://www.reddit.com/user/Ladsgroup_Wiki/ [20:26:53] AMA is live: https://www.reddit.com/r/IAmA/comments/6epiid/im_the_principal_research_scientist_at_the/