{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/5931","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/5931/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/5931/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/5931/events","html_url":"https://github.com/scikit-learn/scikit-learn/issues/5931","id":119279525,"number":5931,"title":"The two example images for Nearest Centroid Classification appear to be identical.","user":{"login":"lesshaste","id":4278485,"avatar_url":"https://avatars.githubusercontent.com/u/4278485?v=3","gravatar_id":"","url":"https://api.github.com/users/lesshaste","html_url":"https://github.com/lesshaste","followers_url":"https://api.github.com/users/lesshaste/followers","following_url":"https://api.github.com/users/lesshaste/following{/other_user}","gists_url":"https://api.github.com/users/lesshaste/gists{/gist_id}","starred_url":"https://api.github.com/users/lesshaste/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/lesshaste/subscriptions","organizations_url":"https://api.github.com/users/lesshaste/orgs","repos_url":"https://api.github.com/users/lesshaste/repos","events_url":"https://api.github.com/users/lesshaste/events{/privacy}","received_events_url":"https://api.github.com/users/lesshaste/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":2,"created_at":"2015-11-28T07:58:17Z","updated_at":"2015-12-01T02:19:25Z","closed_at":null,"body":" @robertlayton and @MechCoder\r\n\r\nThe two images at http://scikit-learn.org/stable/auto_examples/neighbors/plot_nearest_centroid.html#example-neighbors-plot-nearest-centroid-py look identical to me. Are they meant to be different?  \r\n\r\nThat is should changing `shrink_threshold` make some visible difference to the decision boundary in this case?"},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/160826777","html_url":"https://github.com/scikit-learn/scikit-learn/issues/5931#issuecomment-160826777","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/5931","id":160826777,"user":{"login":"lesshaste","id":4278485,"avatar_url":"https://avatars.githubusercontent.com/u/4278485?v=3","gravatar_id":"","url":"https://api.github.com/users/lesshaste","html_url":"https://github.com/lesshaste","followers_url":"https://api.github.com/users/lesshaste/followers","following_url":"https://api.github.com/users/lesshaste/following{/other_user}","gists_url":"https://api.github.com/users/lesshaste/gists{/gist_id}","starred_url":"https://api.github.com/users/lesshaste/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/lesshaste/subscriptions","organizations_url":"https://api.github.com/users/lesshaste/orgs","repos_url":"https://api.github.com/users/lesshaste/repos","events_url":"https://api.github.com/users/lesshaste/events{/privacy}","received_events_url":"https://api.github.com/users/lesshaste/received_events","type":"User","site_admin":false},"created_at":"2015-12-01T02:19:24Z","updated_at":"2015-12-01T02:19:24Z","body":"You are right there is a (tiny) difference.\r\n\r\nMaybe an example with a clearer difference would be more informative. I also noticed the  script output is\r\n\r\nNone 0.813333333333\r\n0.1 0.813333333333\r\n\r\nOverall the example would benefit from some explanatory text."}}