{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7803","repository_url":"https://api.github.com/repos/scikit-learn/scikit-learn","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7803/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7803/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7803/events","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7803","id":186439018,"number":7803,"title":"WIP CountFeaturizer for Categorical Data","user":{"login":"chenhe95","id":11644691,"avatar_url":"https://avatars.githubusercontent.com/u/11644691?v=3","gravatar_id":"","url":"https://api.github.com/users/chenhe95","html_url":"https://github.com/chenhe95","followers_url":"https://api.github.com/users/chenhe95/followers","following_url":"https://api.github.com/users/chenhe95/following{/other_user}","gists_url":"https://api.github.com/users/chenhe95/gists{/gist_id}","starred_url":"https://api.github.com/users/chenhe95/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/chenhe95/subscriptions","organizations_url":"https://api.github.com/users/chenhe95/orgs","repos_url":"https://api.github.com/users/chenhe95/repos","events_url":"https://api.github.com/users/chenhe95/events{/privacy}","received_events_url":"https://api.github.com/users/chenhe95/received_events","type":"User","site_admin":false},"labels":[{"id":297514516,"url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/Needs%20Review","name":"Needs Review","color":"f7c6c7","default":false}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":27,"created_at":"2016-11-01T00:55:02Z","updated_at":"2016-12-25T10:14:13Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/pulls/7803","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7803","diff_url":"https://github.com/scikit-learn/scikit-learn/pull/7803.diff","patch_url":"https://github.com/scikit-learn/scikit-learn/pull/7803.patch"},"body":"#### Reference Issue\r\n\r\nhttps://github.com/scikit-learn/scikit-learn/issues/5853\r\n#### What does this implement/fix? Explain your changes.\r\n\r\nIt adds the CountFeaturizer transformation class, which can help with getting better accuracy because it will use how often a particular data row occurs as a feature \r\n#### Any other comments?\r\n\r\nCurrently work in progress, please let me know if there is something that I should add or if there is anything I can do in a better or faster way!\r\n\r\nCurrently there are no test cases and no formal changes in the documentation .rst either, but I am planning on adding it later. "},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/269116935","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7803#issuecomment-269116935","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7803","id":269116935,"user":{"login":"jnothman","id":78827,"avatar_url":"https://avatars.githubusercontent.com/u/78827?v=3","gravatar_id":"","url":"https://api.github.com/users/jnothman","html_url":"https://github.com/jnothman","followers_url":"https://api.github.com/users/jnothman/followers","following_url":"https://api.github.com/users/jnothman/following{/other_user}","gists_url":"https://api.github.com/users/jnothman/gists{/gist_id}","starred_url":"https://api.github.com/users/jnothman/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jnothman/subscriptions","organizations_url":"https://api.github.com/users/jnothman/orgs","repos_url":"https://api.github.com/users/jnothman/repos","events_url":"https://api.github.com/users/jnothman/events{/privacy}","received_events_url":"https://api.github.com/users/jnothman/received_events","type":"User","site_admin":false},"created_at":"2016-12-25T10:14:13Z","updated_at":"2016-12-25T10:14:13Z","body":"Let us know when this is ready for another review. Thanks!"}}
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