-----BEGIN PGP SIGNED MESSAGE----- Hash: SHA1 Hi Erich,
Erich Schubert wrote: >> - - User selects if the selected tags should be added to or removed from >> the selected packages > > I'd love to see the AI assist here. It would be cool if the user > selects a group of packages and the tags-to-add list magically fills > itself. Neat idea! Would have to make it clear that these are merely suggestions though. Also, evaluating a package for all tags would take some time. But it would be a great feature :) > Yes. But that might require some serious reworking of the database, > too... :-( > We really need the database and admin/review work. I had hoped we > might get a second SoC project for these though. I'd really appreciate > it, but it might be a bit outside of your main focus, the AI. However, > some things might be needed by you anyway (e.g. some database) so it > might work out just fine. What was required for the database rewrite, any pointers? Although the AI is indeed my main focus, the summer is long and I don't mind helping out in other areas. Especially if I'll end up doing it anyway in order to help improve the reviewing. > preselected to approve/reject? yeah, I think thats a good idea. > > However, don't combine that too much with above plan: if the same AI > suggests tags and reviews them, that is more likely to be error prone, > actually. These should be done with different algorithms and/or > training data to avoid such effects. > When stuff is preselected, the admin is less likely to thoroughly > check them. A bad suggestion by the AI tagger with a high score might > sneak in this way again and again. Yup, overfitting would indeed be a problem. As a start we could use different thresholds (0.8 for suggesting, 0.9 for pre-approving, for example). Once I get around to the other algorithms we can do some further experimentation in this area. Maybe the AI tagger could randomly take a subset (half or so) of the packages to train on each week, instead of the whole deal. cheers, Alex -----BEGIN PGP SIGNATURE----- Version: GnuPG v1.4.2.2 (GNU/Linux) Comment: Using GnuPG with Mozilla - http://enigmail.mozdev.org iD8DBQFEj0GvQeuQA5TF/UsRAgtUAJ95qhDBeiJWWesbSSyXws3rJkylIgCfZHCg IPOGMPZ+W7OQZN47yqwhv5s= =6v8x -----END PGP SIGNATURE----- _______________________________________________ Debtags-devel mailing list [email protected] http://lists.alioth.debian.org/mailman/listinfo/debtags-devel
