{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-multilearn/scikit-multilearn/issues/149","repository_url":"https://api.github.com/repos/scikit-multilearn/scikit-multilearn","labels_url":"https://api.github.com/repos/scikit-multilearn/scikit-multilearn/issues/149/labels{/name}","comments_url":"https://api.github.com/repos/scikit-multilearn/scikit-multilearn/issues/149/comments","events_url":"https://api.github.com/repos/scikit-multilearn/scikit-multilearn/issues/149/events","html_url":"https://github.com/scikit-multilearn/scikit-multilearn/issues/149","id":395045022,"node_id":"MDU6SXNzdWUzOTUwNDUwMjI=","number":149,"title":"Rewrite notebooks under tests/ folder","user":{"login":"queirozfcom","id":1554354,"node_id":"MDQ6VXNlcjE1NTQzNTQ=","avatar_url":"https://avatars0.githubusercontent.com/u/1554354?v=4","gravatar_id":"","url":"https://api.github.com/users/queirozfcom","html_url":"https://github.com/queirozfcom","followers_url":"https://api.github.com/users/queirozfcom/followers","following_url":"https://api.github.com/users/queirozfcom/following{/other_user}","gists_url":"https://api.github.com/users/queirozfcom/gists{/gist_id}","starred_url":"https://api.github.com/users/queirozfcom/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/queirozfcom/subscriptions","organizations_url":"https://api.github.com/users/queirozfcom/orgs","repos_url":"https://api.github.com/users/queirozfcom/repos","events_url":"https://api.github.com/users/queirozfcom/events{/privacy}","received_events_url":"https://api.github.com/users/queirozfcom/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2019-01-01T00:31:51Z","updated_at":"2019-01-03T23:36:07Z","closed_at":null,"author_association":"CONTRIBUTOR","body":"The notebooks under `tests/` were outdated, calling old APIs and package names.\r\n\r\n- **BRkNNTesting.ipynb**: rewritten using the new classes.\r\n\r\n- **CrossValTesting:**: I didn't quite understand how you were classifying the RCV1 dataset without first performing feature extraction for text, tf-idf and so on.. Since the objective is just to show how cross-validation testing, I've used a smaller dataset instead (scene). Also added a couple of metrics.\r\n\r\n- **MLkNNTesting.ipynb:** I rewrote everything but the match between the Mulan MLkNN and the skmultilearn MLkNN was not 100%.\r\n\r\n- **RakelDTesting.ipynb**. I rewrote everything and, again, the match between Mulan VS skmultileran results isn't good. Maybe the Mulan algorithm version is different?\r\n\r\n**P.S.:** Some results are different from those that were in these notebooks before. Do you want to have a look and see if they're correct? @niedakh \r\n\r\n**P.S. 2:** These are more like examples, right? Should we perhaps rename `tests/` to `examples/` and keep `tests/` for actual unit tests?"},"comment":{"url":"https://api.github.com/repos/scikit-multilearn/scikit-multilearn/issues/comments/451312521","html_url":"https://github.com/scikit-multilearn/scikit-multilearn/issues/149#issuecomment-451312521","issue_url":"https://api.github.com/repos/scikit-multilearn/scikit-multilearn/issues/149","id":451312521,"node_id":"MDEyOklzc3VlQ29tbWVudDQ1MTMxMjUyMQ==","user":{"login":"queirozfcom","id":1554354,"node_id":"MDQ6VXNlcjE1NTQzNTQ=","avatar_url":"https://avatars0.githubusercontent.com/u/1554354?v=4","gravatar_id":"","url":"https://api.github.com/users/queirozfcom","html_url":"https://github.com/queirozfcom","followers_url":"https://api.github.com/users/queirozfcom/followers","following_url":"https://api.github.com/users/queirozfcom/following{/other_user}","gists_url":"https://api.github.com/users/queirozfcom/gists{/gist_id}","starred_url":"https://api.github.com/users/queirozfcom/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/queirozfcom/subscriptions","organizations_url":"https://api.github.com/users/queirozfcom/orgs","repos_url":"https://api.github.com/users/queirozfcom/repos","events_url":"https://api.github.com/users/queirozfcom/events{/privacy}","received_events_url":"https://api.github.com/users/queirozfcom/received_events","type":"User","site_admin":false},"created_at":"2019-01-03T23:36:07Z","updated_at":"2019-01-03T23:36:07Z","author_association":"CONTRIBUTOR","body":"@ChristianSch you are right about the gitignore file being edited here. I overlooked it. Shall I make another PR?"}}
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