{"action":"created","issue":{"url":"https://api.github.com/repos/IllinoisCogComp/lbjava/issues/46","repository_url":"https://api.github.com/repos/IllinoisCogComp/lbjava","labels_url":"https://api.github.com/repos/IllinoisCogComp/lbjava/issues/46/labels{/name}","comments_url":"https://api.github.com/repos/IllinoisCogComp/lbjava/issues/46/comments","events_url":"https://api.github.com/repos/IllinoisCogComp/lbjava/issues/46/events","html_url":"https://github.com/IllinoisCogComp/lbjava/pull/46","id":143784120,"number":46,"title":"AdaGrad classification version added; Data set from CS 446 HW 3 added","user":{"login":"yimingjiang","id":4349327,"avatar_url":"https://avatars.githubusercontent.com/u/4349327?v=3","gravatar_id":"","url":"https://api.github.com/users/yimingjiang","html_url":"https://github.com/yimingjiang","followers_url":"https://api.github.com/users/yimingjiang/followers","following_url":"https://api.github.com/users/yimingjiang/following{/other_user}","gists_url":"https://api.github.com/users/yimingjiang/gists{/gist_id}","starred_url":"https://api.github.com/users/yimingjiang/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/yimingjiang/subscriptions","organizations_url":"https://api.github.com/users/yimingjiang/orgs","repos_url":"https://api.github.com/users/yimingjiang/repos","events_url":"https://api.github.com/users/yimingjiang/events{/privacy}","received_events_url":"https://api.github.com/users/yimingjiang/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/IllinoisCogComp/lbjava/labels/in%20progress","name":"in progress","color":"ededed"}],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2016-03-27T07:29:58Z","updated_at":"2016-03-27T07:37:56Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/IllinoisCogComp/lbjava/pulls/46","html_url":"https://github.com/IllinoisCogComp/lbjava/pull/46","diff_url":"https://github.com/IllinoisCogComp/lbjava/pull/46.diff","patch_url":"https://github.com/IllinoisCogComp/lbjava/pull/46.patch"},"body":"@danyaljj @christos-c Please review this PR.\r\n\r\n* `AdaGradCL` classification added\r\n* `AlgoDataSet`: CS 446 Homework 3 data set\r\n* `AlgoData`, `AlgoParser`: example data structure, parser\r\n* `AdaGradCLClassifier` added\r\n\r\nWith data set of 500 features and 50000 examples (40000 for training, 10000 for testing), AdaGradCL has 99.61% accuracy with only 10 iterations.\r\n\r\nThanks!"},"comment":{"url":"https://api.github.com/repos/IllinoisCogComp/lbjava/issues/comments/202008767","html_url":"https://github.com/IllinoisCogComp/lbjava/pull/46#issuecomment-202008767","issue_url":"https://api.github.com/repos/IllinoisCogComp/lbjava/issues/46","id":202008767,"user":{"login":"danyaljj","id":2441454,"avatar_url":"https://avatars.githubusercontent.com/u/2441454?v=3","gravatar_id":"","url":"https://api.github.com/users/danyaljj","html_url":"https://github.com/danyaljj","followers_url":"https://api.github.com/users/danyaljj/followers","following_url":"https://api.github.com/users/danyaljj/following{/other_user}","gists_url":"https://api.github.com/users/danyaljj/gists{/gist_id}","starred_url":"https://api.github.com/users/danyaljj/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/danyaljj/subscriptions","organizations_url":"https://api.github.com/users/danyaljj/orgs","repos_url":"https://api.github.com/users/danyaljj/repos","events_url":"https://api.github.com/users/danyaljj/events{/privacy}","received_events_url":"https://api.github.com/users/danyaljj/received_events","type":"User","site_admin":false},"created_at":"2016-03-27T07:37:56Z","updated_at":"2016-03-27T07:37:56Z","body":"Do you think there is a way to have a single AdaGrad for both regression and classification? "}}