{"action":"created","issue":{"url":"https://api.github.com/repos/slundberg/shap/issues/56","repository_url":"https://api.github.com/repos/slundberg/shap","labels_url":"https://api.github.com/repos/slundberg/shap/issues/56/labels{/name}","comments_url":"https://api.github.com/repos/slundberg/shap/issues/56/comments","events_url":"https://api.github.com/repos/slundberg/shap/issues/56/events","html_url":"https://github.com/slundberg/shap/issues/56","id":313281364,"number":56,"title":"Agnostic explanation without the model","user":{"login":"AlbertoSabater","id":11192130,"avatar_url":"https://avatars1.githubusercontent.com/u/11192130?v=4","gravatar_id":"","url":"https://api.github.com/users/AlbertoSabater","html_url":"https://github.com/AlbertoSabater","followers_url":"https://api.github.com/users/AlbertoSabater/followers","following_url":"https://api.github.com/users/AlbertoSabater/following{/other_user}","gists_url":"https://api.github.com/users/AlbertoSabater/gists{/gist_id}","starred_url":"https://api.github.com/users/AlbertoSabater/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AlbertoSabater/subscriptions","organizations_url":"https://api.github.com/users/AlbertoSabater/orgs","repos_url":"https://api.github.com/users/AlbertoSabater/repos","events_url":"https://api.github.com/users/AlbertoSabater/events{/privacy}","received_events_url":"https://api.github.com/users/AlbertoSabater/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2018-04-11T11:22:02Z","updated_at":"2018-04-12T07:40:10Z","closed_at":null,"author_association":"NONE","body":"Hi! Is there any way to make an agnostic explanation (get shap values) without the trained model? I mean, just use the train/test dataset and its expected/obtained output, no model involved in the process of the explanation."},"comment":{"url":"https://api.github.com/repos/slundberg/shap/issues/comments/380708750","html_url":"https://github.com/slundberg/shap/issues/56#issuecomment-380708750","issue_url":"https://api.github.com/repos/slundberg/shap/issues/56","id":380708750,"user":{"login":"AlbertoSabater","id":11192130,"avatar_url":"https://avatars1.githubusercontent.com/u/11192130?v=4","gravatar_id":"","url":"https://api.github.com/users/AlbertoSabater","html_url":"https://github.com/AlbertoSabater","followers_url":"https://api.github.com/users/AlbertoSabater/followers","following_url":"https://api.github.com/users/AlbertoSabater/following{/other_user}","gists_url":"https://api.github.com/users/AlbertoSabater/gists{/gist_id}","starred_url":"https://api.github.com/users/AlbertoSabater/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AlbertoSabater/subscriptions","organizations_url":"https://api.github.com/users/AlbertoSabater/orgs","repos_url":"https://api.github.com/users/AlbertoSabater/repos","events_url":"https://api.github.com/users/AlbertoSabater/events{/privacy}","received_events_url":"https://api.github.com/users/AlbertoSabater/received_events","type":"User","site_admin":false},"created_at":"2018-04-12T07:40:10Z","updated_at":"2018-04-12T07:40:10Z","author_association":"NONE","body":"Yes, I mean what @slundberg says. I would like to know if there is an alternative to building a mimic model. But I guess that is the best option. "}}
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