{"action":"created","issue":{"url":"https://api.github.com/repos/ttomita/DPForest/issues/10","labels_url":"https://api.github.com/repos/ttomita/DPForest/issues/10/labels{/name}","comments_url":"https://api.github.com/repos/ttomita/DPForest/issues/10/comments","events_url":"https://api.github.com/repos/ttomita/DPForest/issues/10/events","html_url":"https://github.com/ttomita/DPForest/issues/10","id":54840959,"number":10,"title":"make Fig 3 (robust fig)","user":{"login":"jovo","id":41842,"avatar_url":"https://avatars.githubusercontent.com/u/41842?v=3","gravatar_id":"","url":"https://api.github.com/users/jovo","html_url":"https://github.com/jovo","followers_url":"https://api.github.com/users/jovo/followers","following_url":"https://api.github.com/users/jovo/following{/other_user}","gists_url":"https://api.github.com/users/jovo/gists{/gist_id}","starred_url":"https://api.github.com/users/jovo/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jovo/subscriptions","organizations_url":"https://api.github.com/users/jovo/orgs","repos_url":"https://api.github.com/users/jovo/repos","events_url":"https://api.github.com/users/jovo/events{/privacy}","received_events_url":"https://api.github.com/users/jovo/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":{"login":"ttomita","id":9794449,"avatar_url":"https://avatars.githubusercontent.com/u/9794449?v=3","gravatar_id":"","url":"https://api.github.com/users/ttomita","html_url":"https://github.com/ttomita","followers_url":"https://api.github.com/users/ttomita/followers","following_url":"https://api.github.com/users/ttomita/following{/other_user}","gists_url":"https://api.github.com/users/ttomita/gists{/gist_id}","starred_url":"https://api.github.com/users/ttomita/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ttomita/subscriptions","organizations_url":"https://api.github.com/users/ttomita/orgs","repos_url":"https://api.github.com/users/ttomita/repos","events_url":"https://api.github.com/users/ttomita/events{/privacy}","received_events_url":"https://api.github.com/users/ttomita/received_events","type":"User","site_admin":false},"milestone":{"url":"https://api.github.com/repos/ttomita/DPForest/milestones/2","html_url":"https://github.com/ttomita/DPForest/milestones/3/23","labels_url":"https://api.github.com/repos/ttomita/DPForest/milestones/2/labels","id":1021860,"number":2,"title":"3/23","description":"","creator":{"login":"jovo","id":41842,"avatar_url":"https://avatars.githubusercontent.com/u/41842?v=3","gravatar_id":"","url":"https://api.github.com/users/jovo","html_url":"https://github.com/jovo","followers_url":"https://api.github.com/users/jovo/followers","following_url":"https://api.github.com/users/jovo/following{/other_user}","gists_url":"https://api.github.com/users/jovo/gists{/gist_id}","starred_url":"https://api.github.com/users/jovo/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jovo/subscriptions","organizations_url":"https://api.github.com/users/jovo/orgs","repos_url":"https://api.github.com/users/jovo/repos","events_url":"https://api.github.com/users/jovo/events{/privacy}","received_events_url":"https://api.github.com/users/jovo/received_events","type":"User","site_admin":false},"open_issues":1,"closed_issues":3,"state":"open","created_at":"2015-03-15T04:31:18Z","updated_at":"2015-03-19T01:42:09Z","due_on":"2015-03-23T04:00:00Z","closed_at":null},"comments":3,"created_at":"2015-01-20T03:52:43Z","updated_at":"2015-03-19T20:29:11Z","closed_at":null,"body":"Fig 3:  Robustness to rotation, translation, scale, outliers\r\n-- consider the trunk example first\r\n-- compare RF variants, including, RF, TF+delta, and rTF+delta (rTF=RobustTylerForest, first passes to the marginal pdf for each variable independently prior to doing anything else, ie, as a pre-processing step.)\r\n-- so, we can 5 situations, (0) the default,  (i) rotate randomly, (ii) also randomly shift each variable, (iii) also randomly rescale each variable, (iv) also randomly add points to each class (eg, sampled uniformly from some unit hypercube).\r\n-- for each of the 5 settings, plot Lhat vs # dimensions for all RF variants"},"comment":{"url":"https://api.github.com/repos/ttomita/DPForest/issues/comments/83752452","html_url":"https://github.com/ttomita/DPForest/issues/10#issuecomment-83752452","issue_url":"https://api.github.com/repos/ttomita/DPForest/issues/10","id":83752452,"user":{"login":"jovo","id":41842,"avatar_url":"https://avatars.githubusercontent.com/u/41842?v=3","gravatar_id":"","url":"https://api.github.com/users/jovo","html_url":"https://github.com/jovo","followers_url":"https://api.github.com/users/jovo/followers","following_url":"https://api.github.com/users/jovo/following{/other_user}","gists_url":"https://api.github.com/users/jovo/gists{/gist_id}","starred_url":"https://api.github.com/users/jovo/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jovo/subscriptions","organizations_url":"https://api.github.com/users/jovo/orgs","repos_url":"https://api.github.com/users/jovo/repos","events_url":"https://api.github.com/users/jovo/events{/privacy}","received_events_url":"https://api.github.com/users/jovo/received_events","type":"User","site_admin":false},"created_at":"2015-03-19T20:29:11Z","updated_at":"2015-03-19T20:29:11Z","body":"sure.\ni meant uniform on the unit hypercube,\nwhich is pretty close to big variance gaussian anyway...\n\nOn Thursday, March 19, 2015, ttomita <notifications@github.com> wrote:\n\n>  Rotation, translation, and scaling are all straightforward. I'm a little\n> unclear on how to add outliers. I'm not sure I understand what you mean by\n> sampling uniformly from the same. The outlier model that Carey brings up\n> from time to time is to sample from a Gaussian with the same mean but with\n> greater variance. Is this an acceptable way to do it?\n>\n> —\n> Reply to this email directly or view it on GitHub\n> <https://github.com/ttomita/DPForest/issues/10#issuecomment-83726118>.\n>\n\n\n-- \nthe glass is all full:  half water, half air.\nopenconnecto.me, jovo.me, my calendar\n<https://www.google.com/calendar/embed?src=joshuav%40gmail.com&ctz=America/New_York>\n"}}