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Here we improve the detector's performance by taking\n+  average over all the votes to get an anomaly score.","path":"nab/detectors/skyline/skyline_detector.py","position":9,"original_position":9,"commit_id":"a0ff9226c2f585579a17968a364216cc73e6baeb","original_commit_id":"a0ff9226c2f585579a17968a364216cc73e6baeb","user":{"login":"BoltzmannBrain","id":8323700,"avatar_url":"https://avatars.githubusercontent.com/u/8323700?v=3","gravatar_id":"","url":"https://api.github.com/users/BoltzmannBrain","html_url":"https://github.com/BoltzmannBrain","followers_url":"https://api.github.com/users/BoltzmannBrain/followers","following_url":"https://api.github.com/users/BoltzmannBrain/following{/other_user}","gists_url":"https://api.github.com/users/BoltzmannBrain/gists{/gist_id}","starred_url":"https://api.github.com/users/BoltzmannBrain/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/BoltzmannBrain/subscriptions","organizations_url":"https://api.github.com/users/BoltzmannBrain/orgs","repos_url":"https://api.github.com/users/BoltzmannBrain/repos","events_url":"https://api.github.com/users/BoltzmannBrain/events{/privacy}","received_events_url":"https://api.github.com/users/BoltzmannBrain/received_events","type":"User","site_admin":false},"body":"\"... performance by using the average of the algorithms' votes as an anomaly score.\"","created_at":"2016-06-22T00:06:48Z","updated_at":"2016-06-22T00:06:48Z","html_url":"https://github.com/numenta/NAB/pull/249#discussion_r67974982","pull_request_url":"https://api.github.com/repos/numenta/NAB/pulls/249","_links":{"self":{"href":"https://api.github.com/repos/numenta/NAB/pulls/comments/67974982"},"html":{"href":"https://github.com/numenta/NAB/pull/249#discussion_r67974982"},"pull_request":{"href":"https://api.github.com/repos/numenta/NAB/pulls/249"}}},"pull_request":{"url":"https://api.github.com/repos/numenta/NAB/pulls/249","id":74126481,"html_url":"https://github.com/numenta/NAB/pull/249","diff_url":"https://github.com/numenta/NAB/pull/249.diff","patch_url":"https://github.com/numenta/NAB/pull/249.patch","issue_url":"https://api.github.com/repos/numenta/NAB/issues/249","number":249,"state":"open","locked":false,"title":"RES-231 Tune skyline detector","user":{"login":"zuhaagha","id":12865965,"avatar_url":"https://avatars.githubusercontent.com/u/12865965?v=3","gravatar_id":"","url":"https://api.github.com/users/zuhaagha","html_url":"https://github.com/zuhaagha","followers_url":"https://api.github.com/users/zuhaagha/followers","following_url":"https://api.github.com/users/zuhaagha/following{/other_user}","gists_url":"https://api.github.com/users/zuhaagha/gists{/gist_id}","starred_url":"https://api.github.com/users/zuhaagha/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/zuhaagha/subscriptions","organizations_url":"https://api.github.com/users/zuhaagha/orgs","repos_url":"https://api.github.com/users/zuhaagha/repos","events_url":"https://api.github.com/users/zuhaagha/events{/privacy}","received_events_url":"https://api.github.com/users/zuhaagha/received_events","type":"User","site_admin":false},"body":"Ran skyline with algorithms that are commented out in https://github.com/numenta/NAB/blob/master/nab/detectors/skyline/algorithms.py. And added documentation on scoring difference and version on the scoreboard. \r\n\r\nReasons why the algorithms were commented out and not included:\r\n**grubbs** - takes over 4 hours to run\r\n**ks_test** - incompatible. In multiprocessing/pool.py\r\nraise self._valueTypeError: Cannot compare type 'Timestamp' with type 'float'\r\n**is_anomalously_anomalous** - relies on redis server 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