{"action":"created","issue":{"url":"https://api.github.com/repos/e-mission/e-mission-server/issues/167","labels_url":"https://api.github.com/repos/e-mission/e-mission-server/issues/167/labels{/name}","comments_url":"https://api.github.com/repos/e-mission/e-mission-server/issues/167/comments","events_url":"https://api.github.com/repos/e-mission/e-mission-server/issues/167/events","html_url":"https://github.com/e-mission/e-mission-server/pull/167","id":100446846,"number":167,"title":"Implement and evaluate smoothing techniques","user":{"login":"shankari","id":2423263,"avatar_url":"https://avatars.githubusercontent.com/u/2423263?v=3","gravatar_id":"","url":"https://api.github.com/users/shankari","html_url":"https://github.com/shankari","followers_url":"https://api.github.com/users/shankari/followers","following_url":"https://api.github.com/users/shankari/following{/other_user}","gists_url":"https://api.github.com/users/shankari/gists{/gist_id}","starred_url":"https://api.github.com/users/shankari/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/shankari/subscriptions","organizations_url":"https://api.github.com/users/shankari/orgs","repos_url":"https://api.github.com/users/shankari/repos","events_url":"https://api.github.com/users/shankari/events{/privacy}","received_events_url":"https://api.github.com/users/shankari/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":27,"created_at":"2015-08-12T01:29:21Z","updated_at":"2015-08-26T20:13:32Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/e-mission/e-mission-server/pulls/167","html_url":"https://github.com/e-mission/e-mission-server/pull/167","diff_url":"https://github.com/e-mission/e-mission-server/pull/167.diff","patch_url":"https://github.com/e-mission/e-mission-server/pull/167.patch"},"body":" In order, these seem to be:\r\n    - Accuracy filter (no brainer)\r\n    - Boundary with IQR outlier detection (good most of the time, but fails sometimes)\r\n    - Piecewise RANSAC with percentile outlier detection\r\n    \r\nAn example of the comparison is shown below. The map legend is:\r\n\r\n |  |  | \r\n------------ | ---------------- | -------------- | ---------------\r\nOriginal | IQR outlier + RANSAC | IQR outlier + boundary | IQR outlier + POSDAP\r\nAccuracy only | 99 percentile + RANSAC | 99 percentile + boundary | 99 percentile + POSDAP\r\n\r\n<img width=\"1095\" alt=\"screen shot 2015-08-11 at 6 27 51 pm\" src=\"https://cloud.githubusercontent.com/assets/2423263/9214779/cf274bfe-4056-11e5-97f5-2ff62d322e04.png\">\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/e-mission/e-mission-server/issues/comments/135157460","html_url":"https://github.com/e-mission/e-mission-server/pull/167#issuecomment-135157460","issue_url":"https://api.github.com/repos/e-mission/e-mission-server/issues/167","id":135157460,"user":{"login":"AmplabJenkins","id":4031291,"avatar_url":"https://avatars.githubusercontent.com/u/4031291?v=3","gravatar_id":"","url":"https://api.github.com/users/AmplabJenkins","html_url":"https://github.com/AmplabJenkins","followers_url":"https://api.github.com/users/AmplabJenkins/followers","following_url":"https://api.github.com/users/AmplabJenkins/following{/other_user}","gists_url":"https://api.github.com/users/AmplabJenkins/gists{/gist_id}","starred_url":"https://api.github.com/users/AmplabJenkins/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AmplabJenkins/subscriptions","organizations_url":"https://api.github.com/users/AmplabJenkins/orgs","repos_url":"https://api.github.com/users/AmplabJenkins/repos","events_url":"https://api.github.com/users/AmplabJenkins/events{/privacy}","received_events_url":"https://api.github.com/users/AmplabJenkins/received_events","type":"User","site_admin":false},"created_at":"2015-08-26T20:13:32Z","updated_at":"2015-08-26T20:13:32Z","body":"Merged build finished. Test FAILed."}}