{"action":"created","issue":{"url":"https://api.github.com/repos/CoSMoMVPA/CoSMoMVPA/issues/102","repository_url":"https://api.github.com/repos/CoSMoMVPA/CoSMoMVPA","labels_url":"https://api.github.com/repos/CoSMoMVPA/CoSMoMVPA/issues/102/labels{/name}","comments_url":"https://api.github.com/repos/CoSMoMVPA/CoSMoMVPA/issues/102/comments","events_url":"https://api.github.com/repos/CoSMoMVPA/CoSMoMVPA/issues/102/events","html_url":"https://github.com/CoSMoMVPA/CoSMoMVPA/pull/102","id":184725829,"number":102,"title":"Decisionvalues","user":{"login":"Tijl","id":1235895,"avatar_url":"https://avatars.githubusercontent.com/u/1235895?v=3","gravatar_id":"","url":"https://api.github.com/users/Tijl","html_url":"https://github.com/Tijl","followers_url":"https://api.github.com/users/Tijl/followers","following_url":"https://api.github.com/users/Tijl/following{/other_user}","gists_url":"https://api.github.com/users/Tijl/gists{/gist_id}","starred_url":"https://api.github.com/users/Tijl/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Tijl/subscriptions","organizations_url":"https://api.github.com/users/Tijl/orgs","repos_url":"https://api.github.com/users/Tijl/repos","events_url":"https://api.github.com/users/Tijl/events{/privacy}","received_events_url":"https://api.github.com/users/Tijl/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":3,"created_at":"2016-10-24T00:05:46Z","updated_at":"2016-11-01T00:18:35Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/CoSMoMVPA/CoSMoMVPA/pulls/102","html_url":"https://github.com/CoSMoMVPA/CoSMoMVPA/pull/102","diff_url":"https://github.com/CoSMoMVPA/CoSMoMVPA/pull/102.diff","patch_url":"https://github.com/CoSMoMVPA/CoSMoMVPA/pull/102.patch"},"body":"Classifiers return their decision values too. Add functions (cosmo_measure) to correlate decision values to external vector\n"},"comment":{"url":"https://api.github.com/repos/CoSMoMVPA/CoSMoMVPA/issues/comments/257458699","html_url":"https://github.com/CoSMoMVPA/CoSMoMVPA/pull/102#issuecomment-257458699","issue_url":"https://api.github.com/repos/CoSMoMVPA/CoSMoMVPA/issues/102","id":257458699,"user":{"login":"Tijl","id":1235895,"avatar_url":"https://avatars.githubusercontent.com/u/1235895?v=3","gravatar_id":"","url":"https://api.github.com/users/Tijl","html_url":"https://github.com/Tijl","followers_url":"https://api.github.com/users/Tijl/followers","following_url":"https://api.github.com/users/Tijl/following{/other_user}","gists_url":"https://api.github.com/users/Tijl/gists{/gist_id}","starred_url":"https://api.github.com/users/Tijl/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Tijl/subscriptions","organizations_url":"https://api.github.com/users/Tijl/orgs","repos_url":"https://api.github.com/users/Tijl/repos","events_url":"https://api.github.com/users/Tijl/events{/privacy}","received_events_url":"https://api.github.com/users/Tijl/received_events","type":"User","site_admin":false},"created_at":"2016-11-01T00:18:35Z","updated_at":"2016-11-01T00:18:35Z","body":"@nno thanks for looking at it. The major change to cosmo here is that classifiers return decision values as their output as well as predictions. If you think it's ok to add this, then maybe this can be done as a separate pull req.\r\n\r\nre: duplication; this is what I noticed too, yes a preprocess would be a good solution, especially once you start adding more measures that all have the option to normalize and pca; then e.g., cosmo_anova_feature selector would also be easy to add into a cross-validation measure.\r\n\r\nIt's still rough code so I will clean it up, and I can write test code for it too. I'll work on this some more to get it in a better cosmo shape."}}
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