{"action":"created","issue":{"url":"https://api.github.com/repos/mlr-org/mlr/issues/451","labels_url":"https://api.github.com/repos/mlr-org/mlr/issues/451/labels{/name}","comments_url":"https://api.github.com/repos/mlr-org/mlr/issues/451/comments","events_url":"https://api.github.com/repos/mlr-org/mlr/issues/451/events","html_url":"https://github.com/mlr-org/mlr/issues/451","id":101687732,"number":451,"title":"Give references where we have our own implementations.","user":{"login":"jakob-r","id":1888623,"avatar_url":"https://avatars.githubusercontent.com/u/1888623?v=3","gravatar_id":"","url":"https://api.github.com/users/jakob-r","html_url":"https://github.com/jakob-r","followers_url":"https://api.github.com/users/jakob-r/followers","following_url":"https://api.github.com/users/jakob-r/following{/other_user}","gists_url":"https://api.github.com/users/jakob-r/gists{/gist_id}","starred_url":"https://api.github.com/users/jakob-r/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jakob-r/subscriptions","organizations_url":"https://api.github.com/users/jakob-r/orgs","repos_url":"https://api.github.com/users/jakob-r/repos","events_url":"https://api.github.com/users/jakob-r/events{/privacy}","received_events_url":"https://api.github.com/users/jakob-r/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/mlr-org/mlr/labels/documentation","name":"documentation","color":"fad8c7"}],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":12,"created_at":"2015-08-18T15:50:04Z","updated_at":"2015-08-19T10:22:52Z","closed_at":null,"body":"*mlr* has become more than just an interface to other machine learning packages.\r\nThat's why I think it is important to give sources for the methodical parts of mlr in the documentation.\r\nSuch as:\r\n* `bootstrapStandardError()` and `jackknifeStandardError()` in `RLearner_regr_randomForest.R`\r\n* `BaggingWrapper.R`\r\n* `CostSens*Wrapper.R`\r\n* various filter methods\r\n* `ImputeMethods.R`\r\n* ...\r\n(please continue list)\r\n\r\nSomething unified would be perfect, so that when we use the methods of `mlr` in a scientific context we can easily quote the stuff."},"comment":{"url":"https://api.github.com/repos/mlr-org/mlr/issues/comments/132530920","html_url":"https://github.com/mlr-org/mlr/issues/451#issuecomment-132530920","issue_url":"https://api.github.com/repos/mlr-org/mlr/issues/451","id":132530920,"user":{"login":"jakob-r","id":1888623,"avatar_url":"https://avatars.githubusercontent.com/u/1888623?v=3","gravatar_id":"","url":"https://api.github.com/users/jakob-r","html_url":"https://github.com/jakob-r","followers_url":"https://api.github.com/users/jakob-r/followers","following_url":"https://api.github.com/users/jakob-r/following{/other_user}","gists_url":"https://api.github.com/users/jakob-r/gists{/gist_id}","starred_url":"https://api.github.com/users/jakob-r/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jakob-r/subscriptions","organizations_url":"https://api.github.com/users/jakob-r/orgs","repos_url":"https://api.github.com/users/jakob-r/repos","events_url":"https://api.github.com/users/jakob-r/events{/privacy}","received_events_url":"https://api.github.com/users/jakob-r/received_events","type":"User","site_admin":false},"created_at":"2015-08-19T10:22:52Z","updated_at":"2015-08-19T10:22:52Z","body":"> The standard error estimators for RF I think are all described in Sexton and Laake (2009).\r\n\r\nOr *Standard errors for bagged and random forest estimators* by Efron 1992\r\n\r\nThere we have the *it* 😌"}}