{"action":"created","issue":{"url":"https://api.github.com/repos/dmlc/xgboost/issues/521","labels_url":"https://api.github.com/repos/dmlc/xgboost/issues/521/labels{/name}","comments_url":"https://api.github.com/repos/dmlc/xgboost/issues/521/comments","events_url":"https://api.github.com/repos/dmlc/xgboost/issues/521/events","html_url":"https://github.com/dmlc/xgboost/issues/521","id":109035304,"number":521,"title":"what is difference between reg:logistic and binary:logistic?","user":{"login":"billbargens","id":6092788,"avatar_url":"https://avatars.githubusercontent.com/u/6092788?v=3","gravatar_id":"","url":"https://api.github.com/users/billbargens","html_url":"https://github.com/billbargens","followers_url":"https://api.github.com/users/billbargens/followers","following_url":"https://api.github.com/users/billbargens/following{/other_user}","gists_url":"https://api.github.com/users/billbargens/gists{/gist_id}","starred_url":"https://api.github.com/users/billbargens/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/billbargens/subscriptions","organizations_url":"https://api.github.com/users/billbargens/orgs","repos_url":"https://api.github.com/users/billbargens/repos","events_url":"https://api.github.com/users/billbargens/events{/privacy}","received_events_url":"https://api.github.com/users/billbargens/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":3,"created_at":"2015-09-30T07:56:26Z","updated_at":"2015-10-01T15:42:42Z","closed_at":null,"body":"What's the difference between reg:logistic and binary:logistic? They all output probability and use logistic loss."},"comment":{"url":"https://api.github.com/repos/dmlc/xgboost/issues/comments/144766528","html_url":"https://github.com/dmlc/xgboost/issues/521#issuecomment-144766528","issue_url":"https://api.github.com/repos/dmlc/xgboost/issues/521","id":144766528,"user":{"login":"tqchen","id":2577440,"avatar_url":"https://avatars.githubusercontent.com/u/2577440?v=3","gravatar_id":"","url":"https://api.github.com/users/tqchen","html_url":"https://github.com/tqchen","followers_url":"https://api.github.com/users/tqchen/followers","following_url":"https://api.github.com/users/tqchen/following{/other_user}","gists_url":"https://api.github.com/users/tqchen/gists{/gist_id}","starred_url":"https://api.github.com/users/tqchen/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tqchen/subscriptions","organizations_url":"https://api.github.com/users/tqchen/orgs","repos_url":"https://api.github.com/users/tqchen/repos","events_url":"https://api.github.com/users/tqchen/events{/privacy}","received_events_url":"https://api.github.com/users/tqchen/received_events","type":"User","site_admin":false},"created_at":"2015-10-01T15:42:42Z","updated_at":"2015-10-01T15:42:42Z","body":"There is no difference in terms of training data. You can also feed in probabilistic values in ```[0,1]```"}}