{"action":"created","issue":{"url":"https://api.github.com/repos/automl/auto-sklearn/issues/43","repository_url":"https://api.github.com/repos/automl/auto-sklearn","labels_url":"https://api.github.com/repos/automl/auto-sklearn/issues/43/labels{/name}","comments_url":"https://api.github.com/repos/automl/auto-sklearn/issues/43/comments","events_url":"https://api.github.com/repos/automl/auto-sklearn/issues/43/events","html_url":"https://github.com/automl/auto-sklearn/issues/43","id":133699986,"number":43,"title":"Document AutoSklearnClassifier constructor options","user":{"login":"Motorrat","id":11397402,"avatar_url":"https://avatars.githubusercontent.com/u/11397402?v=3","gravatar_id":"","url":"https://api.github.com/users/Motorrat","html_url":"https://github.com/Motorrat","followers_url":"https://api.github.com/users/Motorrat/followers","following_url":"https://api.github.com/users/Motorrat/following{/other_user}","gists_url":"https://api.github.com/users/Motorrat/gists{/gist_id}","starred_url":"https://api.github.com/users/Motorrat/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Motorrat/subscriptions","organizations_url":"https://api.github.com/users/Motorrat/orgs","repos_url":"https://api.github.com/users/Motorrat/repos","events_url":"https://api.github.com/users/Motorrat/events{/privacy}","received_events_url":"https://api.github.com/users/Motorrat/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":4,"created_at":"2016-02-15T12:25:58Z","updated_at":"2016-02-15T14:51:08Z","closed_at":null,"body":"Dear auto-sklearn team, \r\nI have just learned about this project and am very excited to try to include it into my modelling flow!\r\n\r\nIt seems the command line option names for autosklearn are not the same as what  AutoSklearnClassifier() constructor would accept. So I have kind of reverse engineered a few but I still can not figure out whether it is possible to specify task_type for example. \r\n     `task_type=\"binary.classification\" `\r\nis rejected by the AutoSklearnClassifier() constructor.\r\n\r\nI understand this is a very young project and is actively worked on. Will be happy to supply you with the feedback from the fields as I am actively running modelling experiments on various datasets available at my company. Currently I am successfully using scikit learn with SGD Classifier for one. Is there a better way to reconnect with you in a forum or a chat somewhere to ask questions or give feedback?"},"comment":{"url":"https://api.github.com/repos/automl/auto-sklearn/issues/comments/184237692","html_url":"https://github.com/automl/auto-sklearn/issues/43#issuecomment-184237692","issue_url":"https://api.github.com/repos/automl/auto-sklearn/issues/43","id":184237692,"user":{"login":"Motorrat","id":11397402,"avatar_url":"https://avatars.githubusercontent.com/u/11397402?v=3","gravatar_id":"","url":"https://api.github.com/users/Motorrat","html_url":"https://github.com/Motorrat","followers_url":"https://api.github.com/users/Motorrat/followers","following_url":"https://api.github.com/users/Motorrat/following{/other_user}","gists_url":"https://api.github.com/users/Motorrat/gists{/gist_id}","starred_url":"https://api.github.com/users/Motorrat/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Motorrat/subscriptions","organizations_url":"https://api.github.com/users/Motorrat/orgs","repos_url":"https://api.github.com/users/Motorrat/repos","events_url":"https://api.github.com/users/Motorrat/events{/privacy}","received_events_url":"https://api.github.com/users/Motorrat/received_events","type":"User","site_admin":false},"created_at":"2016-02-15T14:51:08Z","updated_at":"2016-02-15T14:51:08Z","body":"Thanks Matthias, I must have overlooked that page.\nI have already tested with the \"digits\" and had a few runs with my own data with promising results!\n\n-- Diego\n\n> On 15 Feb 2016, at 15:03, Matthias Feurer <notifications@github.com> wrote:\n> \n> The AutoSklearnClassifier should figure out the task type by itself. You can have a look at the online documentation as well as the examples and replace the digits dataset with your own data.\n> \n> The script you looked can do more than the AutoSklearnClassifier, more specifically it also loads the datasat while for the class you have to load the data yourself.\n> \n> —\n> Reply to this email directly or view it on GitHub.\n> \n"}}