{"action":"opened","issue":{"url":"https://api.github.com/repos/bgruening/galaxytools/issues/376","repository_url":"https://api.github.com/repos/bgruening/galaxytools","labels_url":"https://api.github.com/repos/bgruening/galaxytools/issues/376/labels{/name}","comments_url":"https://api.github.com/repos/bgruening/galaxytools/issues/376/comments","events_url":"https://api.github.com/repos/bgruening/galaxytools/issues/376/events","html_url":"https://github.com/bgruening/galaxytools/issues/376","id":166824325,"number":376,"title":"sklearn should use explicitly set random_state","user":{"login":"bgruening","id":469983,"avatar_url":"https://avatars.githubusercontent.com/u/469983?v=3","gravatar_id":"","url":"https://api.github.com/users/bgruening","html_url":"https://github.com/bgruening","followers_url":"https://api.github.com/users/bgruening/followers","following_url":"https://api.github.com/users/bgruening/following{/other_user}","gists_url":"https://api.github.com/users/bgruening/gists{/gist_id}","starred_url":"https://api.github.com/users/bgruening/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/bgruening/subscriptions","organizations_url":"https://api.github.com/users/bgruening/orgs","repos_url":"https://api.github.com/users/bgruening/repos","events_url":"https://api.github.com/users/bgruening/events{/privacy}","received_events_url":"https://api.github.com/users/bgruening/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2016-07-21T13:51:13Z","updated_at":"2016-07-21T13:51:13Z","closed_at":null,"body":"According to http://stackoverflow.com/questions/23445420/making-scikit-deterministic\r\nwe need to take more care about the random_state.\r\n\r\n```\r\nrandom_state = np.random.RandomState(SEED)\r\n```"}}
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