{"action":"created","issue":{"url":"https://api.github.com/repos/tensorflow/tensorflow/issues/9022","repository_url":"https://api.github.com/repos/tensorflow/tensorflow","labels_url":"https://api.github.com/repos/tensorflow/tensorflow/issues/9022/labels{/name}","comments_url":"https://api.github.com/repos/tensorflow/tensorflow/issues/9022/comments","events_url":"https://api.github.com/repos/tensorflow/tensorflow/issues/9022/events","html_url":"https://github.com/tensorflow/tensorflow/issues/9022","id":219919897,"number":9022,"title":"Softmax Regressions: Please don't talk about probabilities","user":{"login":"StefanoD","id":1634862,"avatar_url":"https://avatars2.githubusercontent.com/u/1634862?v=3","gravatar_id":"","url":"https://api.github.com/users/StefanoD","html_url":"https://github.com/StefanoD","followers_url":"https://api.github.com/users/StefanoD/followers","following_url":"https://api.github.com/users/StefanoD/following{/other_user}","gists_url":"https://api.github.com/users/StefanoD/gists{/gist_id}","starred_url":"https://api.github.com/users/StefanoD/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/StefanoD/subscriptions","organizations_url":"https://api.github.com/users/StefanoD/orgs","repos_url":"https://api.github.com/users/StefanoD/repos","events_url":"https://api.github.com/users/StefanoD/events{/privacy}","received_events_url":"https://api.github.com/users/StefanoD/received_events","type":"User","site_admin":false},"labels":[{"id":386191887,"url":"https://api.github.com/repos/tensorflow/tensorflow/labels/stat:awaiting%20response","name":"stat:awaiting response","color":"5319e7","default":false}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-04-06T14:35:21Z","updated_at":"2017-04-06T17:57:21Z","closed_at":null,"body":"[This](https://www.tensorflow.org/get_started/mnist/beginners) tutorial talks about probabilities on softmax regression. This is a common mistake. A classifier talks about its confidence, but it is not a real probability of some kind of _distribution_. Please don't teach something wrong, only to make it some kind of simple.\r\n_Confidence_ is simple enough."},"comment":{"url":"https://api.github.com/repos/tensorflow/tensorflow/issues/comments/292256360","html_url":"https://github.com/tensorflow/tensorflow/issues/9022#issuecomment-292256360","issue_url":"https://api.github.com/repos/tensorflow/tensorflow/issues/9022","id":292256360,"user":{"login":"asimshankar","id":16018,"avatar_url":"https://avatars1.githubusercontent.com/u/16018?v=3","gravatar_id":"","url":"https://api.github.com/users/asimshankar","html_url":"https://github.com/asimshankar","followers_url":"https://api.github.com/users/asimshankar/followers","following_url":"https://api.github.com/users/asimshankar/following{/other_user}","gists_url":"https://api.github.com/users/asimshankar/gists{/gist_id}","starred_url":"https://api.github.com/users/asimshankar/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/asimshankar/subscriptions","organizations_url":"https://api.github.com/users/asimshankar/orgs","repos_url":"https://api.github.com/users/asimshankar/repos","events_url":"https://api.github.com/users/asimshankar/events{/privacy}","received_events_url":"https://api.github.com/users/asimshankar/received_events","type":"User","site_admin":false},"created_at":"2017-04-06T17:57:21Z","updated_at":"2017-04-06T17:57:21Z","body":"Pardon the naiveté, but isn't the [output of a softmax function used to represent a probability distribution](https://en.wikipedia.org/wiki/Softmax_function)? "}}
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