{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4161","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4161/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4161/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4161/events","html_url":"https://github.com/scikit-learn/scikit-learn/pull/4161","id":55448403,"number":4161,"title":"EnsembleClassifier implementation","user":{"login":"rasbt","id":5618407,"avatar_url":"https://avatars.githubusercontent.com/u/5618407?v=3","gravatar_id":"","url":"https://api.github.com/users/rasbt","html_url":"https://github.com/rasbt","followers_url":"https://api.github.com/users/rasbt/followers","following_url":"https://api.github.com/users/rasbt/following{/other_user}","gists_url":"https://api.github.com/users/rasbt/gists{/gist_id}","starred_url":"https://api.github.com/users/rasbt/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rasbt/subscriptions","organizations_url":"https://api.github.com/users/rasbt/orgs","repos_url":"https://api.github.com/users/rasbt/repos","events_url":"https://api.github.com/users/rasbt/events{/privacy}","received_events_url":"https://api.github.com/users/rasbt/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":20,"created_at":"2015-01-26T05:39:41Z","updated_at":"2015-01-27T03:47:08Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/pulls/4161","html_url":"https://github.com/scikit-learn/scikit-learn/pull/4161","diff_url":"https://github.com/scikit-learn/scikit-learn/pull/4161.diff","patch_url":"https://github.com/scikit-learn/scikit-learn/pull/4161.patch"},"body":"This is an implementation of an estimator to combine scikit-learn classification estimators into an ensemble classifier for majority rule class label prediction or classification based on weighted probability averages.\r\n\r\nI added a section at the bottom of the ensemble.rst documentation with a more detailed description and examples.\r\n\r\nI'd be happy to make improvements or adjustments if necessary. Please let me know, I am happy to help!"},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/71585469","html_url":"https://github.com/scikit-learn/scikit-learn/pull/4161#issuecomment-71585469","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4161","id":71585469,"user":{"login":"rasbt","id":5618407,"avatar_url":"https://avatars.githubusercontent.com/u/5618407?v=3","gravatar_id":"","url":"https://api.github.com/users/rasbt","html_url":"https://github.com/rasbt","followers_url":"https://api.github.com/users/rasbt/followers","following_url":"https://api.github.com/users/rasbt/following{/other_user}","gists_url":"https://api.github.com/users/rasbt/gists{/gist_id}","starred_url":"https://api.github.com/users/rasbt/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rasbt/subscriptions","organizations_url":"https://api.github.com/users/rasbt/orgs","repos_url":"https://api.github.com/users/rasbt/repos","events_url":"https://api.github.com/users/rasbt/events{/privacy}","received_events_url":"https://api.github.com/users/rasbt/received_events","type":"User","site_admin":false},"created_at":"2015-01-27T03:47:08Z","updated_at":"2015-01-27T03:47:08Z","body":"Hope it looks better this time.... Meanwhile thanks for the patience!\r\nSorry about the tests: Added the doc tests now and tested it via `python sklearn/ensemble/tests/test_voting_classifier.py` I am a little bit confused by now: I tested it before by running `nosetests` in the `sklearn/ensemble/tests/` directory and everything seemed to be fine -- I am wondering why it didn't pick up the problems with the incorrect imports...\r\n\r\nGood call with the LabelEncoder btw. I didn't notice/think about it previously"}}