{"action":"created","issue":{"url":"https://api.github.com/repos/automl/auto-sklearn/issues/350","repository_url":"https://api.github.com/repos/automl/auto-sklearn","labels_url":"https://api.github.com/repos/automl/auto-sklearn/issues/350/labels{/name}","comments_url":"https://api.github.com/repos/automl/auto-sklearn/issues/350/comments","events_url":"https://api.github.com/repos/automl/auto-sklearn/issues/350/events","html_url":"https://github.com/automl/auto-sklearn/issues/350","id":255534353,"number":350,"title":"Leave one out cross-validation (LOOCV)","user":{"login":"mattvan83","id":4630825,"avatar_url":"https://avatars3.githubusercontent.com/u/4630825?v=4","gravatar_id":"","url":"https://api.github.com/users/mattvan83","html_url":"https://github.com/mattvan83","followers_url":"https://api.github.com/users/mattvan83/followers","following_url":"https://api.github.com/users/mattvan83/following{/other_user}","gists_url":"https://api.github.com/users/mattvan83/gists{/gist_id}","starred_url":"https://api.github.com/users/mattvan83/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mattvan83/subscriptions","organizations_url":"https://api.github.com/users/mattvan83/orgs","repos_url":"https://api.github.com/users/mattvan83/repos","events_url":"https://api.github.com/users/mattvan83/events{/privacy}","received_events_url":"https://api.github.com/users/mattvan83/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":4,"created_at":"2017-09-06T09:14:17Z","updated_at":"2017-10-19T12:10:45Z","closed_at":null,"author_association":"NONE","body":"Dear auto-sklearn experts,\r\n\r\nIsn't it possible to use LOOCV when calling \"autosklearn.classification.AutoSklearnClassifier\" ?\r\n\r\nI could see that k-fold cross-validation (stratified ?) was possible through resampling_strategy='cv' and resampling_strategy_arguments={'folds': k}. But when I set k=n, where n is the size of my training set, I got error.\r\n\r\nThank you in advance for your help !\r\n\r\nBest regards,\r\nMatthieu"},"comment":{"url":"https://api.github.com/repos/automl/auto-sklearn/issues/comments/337888282","html_url":"https://github.com/automl/auto-sklearn/issues/350#issuecomment-337888282","issue_url":"https://api.github.com/repos/automl/auto-sklearn/issues/350","id":337888282,"user":{"login":"mfeurer","id":5320498,"avatar_url":"https://avatars2.githubusercontent.com/u/5320498?v=4","gravatar_id":"","url":"https://api.github.com/users/mfeurer","html_url":"https://github.com/mfeurer","followers_url":"https://api.github.com/users/mfeurer/followers","following_url":"https://api.github.com/users/mfeurer/following{/other_user}","gists_url":"https://api.github.com/users/mfeurer/gists{/gist_id}","starred_url":"https://api.github.com/users/mfeurer/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mfeurer/subscriptions","organizations_url":"https://api.github.com/users/mfeurer/orgs","repos_url":"https://api.github.com/users/mfeurer/repos","events_url":"https://api.github.com/users/mfeurer/events{/privacy}","received_events_url":"https://api.github.com/users/mfeurer/received_events","type":"User","site_admin":false},"created_at":"2017-10-19T12:10:45Z","updated_at":"2017-10-19T12:10:45Z","author_association":"CONTRIBUTOR","body":"If you use k-fold CV, Auto-sklearn will automatically use stratified CV."}}
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