{"action":"created","issue":{"url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/2951","labels_url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/2951/labels{/name}","comments_url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/2951/comments","events_url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/2951/events","html_url":"https://github.com/shogun-toolbox/shogun/issues/2951","id":122682859,"number":2951,"title":"something wrong with the Lloyd kmeans algorithm","user":{"login":"HaiQW","id":6198461,"avatar_url":"https://avatars.githubusercontent.com/u/6198461?v=3","gravatar_id":"","url":"https://api.github.com/users/HaiQW","html_url":"https://github.com/HaiQW","followers_url":"https://api.github.com/users/HaiQW/followers","following_url":"https://api.github.com/users/HaiQW/following{/other_user}","gists_url":"https://api.github.com/users/HaiQW/gists{/gist_id}","starred_url":"https://api.github.com/users/HaiQW/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/HaiQW/subscriptions","organizations_url":"https://api.github.com/users/HaiQW/orgs","repos_url":"https://api.github.com/users/HaiQW/repos","events_url":"https://api.github.com/users/HaiQW/events{/privacy}","received_events_url":"https://api.github.com/users/HaiQW/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":3,"created_at":"2015-12-17T07:59:22Z","updated_at":"2015-12-18T11:27:10Z","closed_at":null,"body":"It is obviously that the Lloyed kmeans algorithm implementation only considers one case, the fixed cluster centers,  while ignores the other. "},"comment":{"url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/comments/165752729","html_url":"https://github.com/shogun-toolbox/shogun/issues/2951#issuecomment-165752729","issue_url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/2951","id":165752729,"user":{"login":"iglesias","id":1158006,"avatar_url":"https://avatars.githubusercontent.com/u/1158006?v=3","gravatar_id":"","url":"https://api.github.com/users/iglesias","html_url":"https://github.com/iglesias","followers_url":"https://api.github.com/users/iglesias/followers","following_url":"https://api.github.com/users/iglesias/following{/other_user}","gists_url":"https://api.github.com/users/iglesias/gists{/gist_id}","starred_url":"https://api.github.com/users/iglesias/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/iglesias/subscriptions","organizations_url":"https://api.github.com/users/iglesias/orgs","repos_url":"https://api.github.com/users/iglesias/repos","events_url":"https://api.github.com/users/iglesias/events{/privacy}","received_events_url":"https://api.github.com/users/iglesias/received_events","type":"User","site_admin":false},"created_at":"2015-12-18T11:27:10Z","updated_at":"2015-12-18T11:27:10Z","body":"Hello again.\r\n\r\n`fixed_centers` is just an option we provide in the algorithm. You can use the algorithm with either the option set to true or false.\r\n\r\nWhy do you use that it obviously considers one case and ignores the other?"}}