payload: {"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10875","repository_url":"https://api.github.com/repos/scikit-learn/scikit-learn","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10875/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10875/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10875/events","html_url":"https://github.com/scikit-learn/scikit-learn/pull/10875","id":308689342,"node_id":"MDExOlB1bGxSZXF1ZXN0MTc3NTMyNzk5","number":10875,"title":"[MRG+1] Enable using 2SD scaling in StandardScaler","user":{"login":"parth1993","id":16542290,"node_id":"MDQ6VXNlcjE2NTQyMjkw","avatar_url":"https://avatars0.githubusercontent.com/u/16542290?v=4","gravatar_id":"","url":"https://api.github.com/users/parth1993","html_url":"https://github.com/parth1993","followers_url":"https://api.github.com/users/parth1993/followers","following_url":"https://api.github.com/users/parth1993/following{/other_user}","gists_url":"https://api.github.com/users/parth1993/gists{/gist_id}","starred_url":"https://api.github.com/users/parth1993/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/parth1993/subscriptions","organizations_url":"https://api.github.com/users/parth1993/orgs","repos_url":"https://api.github.com/users/parth1993/repos","events_url":"https://api.github.com/users/parth1993/events{/privacy}","received_events_url":"https://api.github.com/users/parth1993/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":47,"created_at":"2018-03-26T18:41:43Z","updated_at":"2019-09-23T16:24:05Z","closed_at":null,"author_association":"NONE","pull_request":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/pulls/10875","html_url":"https://github.com/scikit-learn/scikit-learn/pull/10875","diff_url":"https://github.com/scikit-learn/scikit-learn/pull/10875.diff","patch_url":"https://github.com/scikit-learn/scikit-learn/pull/10875.patch"},"body":"#### Reference Issues/PRs\r\nFixes #10864\r\n\r\n#### What does this implement/fix? Explain your changes.\r\nEnables using 2SD scaling in StandardScaler.\r\n\r\nReferences:\r\nGelman, A. (2008). Scaling regression inputs by dividing by two standard deviations.\r\nStatistics in medicine, 27(15), 2865-2873.\r\n"},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/534175509","html_url":"https://github.com/scikit-learn/scikit-learn/pull/10875#issuecomment-534175509","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10875","id":534175509,"node_id":"MDEyOklzc3VlQ29tbWVudDUzNDE3NTUwOQ==","user":{"login":"glemaitre","id":7454015,"node_id":"MDQ6VXNlcjc0NTQwMTU=","avatar_url":"https://avatars2.githubusercontent.com/u/7454015?v=4","gravatar_id":"","url":"https://api.github.com/users/glemaitre","html_url":"https://github.com/glemaitre","followers_url":"https://api.github.com/users/glemaitre/followers","following_url":"https://api.github.com/users/glemaitre/following{/other_user}","gists_url":"https://api.github.com/users/glemaitre/gists{/gist_id}","starred_url":"https://api.github.com/users/glemaitre/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/glemaitre/subscriptions","organizations_url":"https://api.github.com/users/glemaitre/orgs","repos_url":"https://api.github.com/users/glemaitre/repos","events_url":"https://api.github.com/users/glemaitre/events{/privacy}","received_events_url":"https://api.github.com/users/glemaitre/received_events","type":"User","site_admin":false},"created_at":"2019-09-23T16:24:05Z","updated_at":"2019-09-23T16:24:05Z","author_association":"CONTRIBUTOR","body":"So an example would be to take titanic and directly interpret the coefficients of a linear model considering age and sex for instance."}}
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