{"action":"created","issue":{"url":"https://api.github.com/repos/aigamedev/scikit-neuralnetwork/issues/210","repository_url":"https://api.github.com/repos/aigamedev/scikit-neuralnetwork","labels_url":"https://api.github.com/repos/aigamedev/scikit-neuralnetwork/issues/210/labels{/name}","comments_url":"https://api.github.com/repos/aigamedev/scikit-neuralnetwork/issues/210/comments","events_url":"https://api.github.com/repos/aigamedev/scikit-neuralnetwork/issues/210/events","html_url":"https://github.com/aigamedev/scikit-neuralnetwork/issues/210","id":159010880,"number":210,"title":"2 units on output layer for a dichotomy classifier","user":{"login":"adailsonfilho","id":8018354,"avatar_url":"https://avatars.githubusercontent.com/u/8018354?v=3","gravatar_id":"","url":"https://api.github.com/users/adailsonfilho","html_url":"https://github.com/adailsonfilho","followers_url":"https://api.github.com/users/adailsonfilho/followers","following_url":"https://api.github.com/users/adailsonfilho/following{/other_user}","gists_url":"https://api.github.com/users/adailsonfilho/gists{/gist_id}","starred_url":"https://api.github.com/users/adailsonfilho/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/adailsonfilho/subscriptions","organizations_url":"https://api.github.com/users/adailsonfilho/orgs","repos_url":"https://api.github.com/users/adailsonfilho/repos","events_url":"https://api.github.com/users/adailsonfilho/events{/privacy}","received_events_url":"https://api.github.com/users/adailsonfilho/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":4,"created_at":"2016-06-07T19:59:23Z","updated_at":"2016-06-14T13:07:11Z","closed_at":null,"body":"Hi guys,\r\n\r\nI'm got myself in a situation that I didn't found an explanation in the docs. I'm set up a MLP classifier form a database with 2 classes {0,1} and around 10.000 samples, but I was forced to use 2 units in the output layer, that obviously had no need, since i'm trying to solve a dichotomy problem, 2 classes, 1 unit activeted or not suit well. I've tracked down the error and noticed that it was intentional, ok, but I don't undestand why explicity these 2 units in the outputlayer in this case. Even the output is caming out like just one unit. Thanks guys, keep up the good work.\r\n\r\n\\o"},"comment":{"url":"https://api.github.com/repos/aigamedev/scikit-neuralnetwork/issues/comments/225875057","html_url":"https://github.com/aigamedev/scikit-neuralnetwork/issues/210#issuecomment-225875057","issue_url":"https://api.github.com/repos/aigamedev/scikit-neuralnetwork/issues/210","id":225875057,"user":{"login":"adailsonfilho","id":8018354,"avatar_url":"https://avatars.githubusercontent.com/u/8018354?v=3","gravatar_id":"","url":"https://api.github.com/users/adailsonfilho","html_url":"https://github.com/adailsonfilho","followers_url":"https://api.github.com/users/adailsonfilho/followers","following_url":"https://api.github.com/users/adailsonfilho/following{/other_user}","gists_url":"https://api.github.com/users/adailsonfilho/gists{/gist_id}","starred_url":"https://api.github.com/users/adailsonfilho/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/adailsonfilho/subscriptions","organizations_url":"https://api.github.com/users/adailsonfilho/orgs","repos_url":"https://api.github.com/users/adailsonfilho/repos","events_url":"https://api.github.com/users/adailsonfilho/events{/privacy}","received_events_url":"https://api.github.com/users/adailsonfilho/received_events","type":"User","site_admin":false},"created_at":"2016-06-14T13:07:10Z","updated_at":"2016-06-14T13:07:10Z","body":"I agree with you about what you just said. But I am talking about a more specific case, when you set up the output layer with 1 unit, explicity, that shouldn't result in an error for a 2 classes problem. Anyway, just my opinion. Pretty good job with the project! =)\r\n\r\n\\o"}}
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