{"action":"opened","issue":{"url":"https://api.github.com/repos/rois-codh/kmnist/issues/3","repository_url":"https://api.github.com/repos/rois-codh/kmnist","labels_url":"https://api.github.com/repos/rois-codh/kmnist/issues/3/labels{/name}","comments_url":"https://api.github.com/repos/rois-codh/kmnist/issues/3/comments","events_url":"https://api.github.com/repos/rois-codh/kmnist/issues/3/events","html_url":"https://github.com/rois-codh/kmnist/issues/3","id":393868731,"node_id":"MDU6SXNzdWUzOTM4Njg3MzE=","number":3,"title":"Kuzushiji with SVM(support vector machine)","user":{"login":"TomZephire","id":45941035,"node_id":"MDQ6VXNlcjQ1OTQxMDM1","avatar_url":"https://avatars3.githubusercontent.com/u/45941035?v=4","gravatar_id":"","url":"https://api.github.com/users/TomZephire","html_url":"https://github.com/TomZephire","followers_url":"https://api.github.com/users/TomZephire/followers","following_url":"https://api.github.com/users/TomZephire/following{/other_user}","gists_url":"https://api.github.com/users/TomZephire/gists{/gist_id}","starred_url":"https://api.github.com/users/TomZephire/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/TomZephire/subscriptions","organizations_url":"https://api.github.com/users/TomZephire/orgs","repos_url":"https://api.github.com/users/TomZephire/repos","events_url":"https://api.github.com/users/TomZephire/events{/privacy}","received_events_url":"https://api.github.com/users/TomZephire/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-12-24T11:59:15Z","updated_at":"2018-12-24T11:59:15Z","closed_at":null,"author_association":"NONE","body":"\r\n[Kuzushiji_by_SVM.zip](https://github.com/rois-codh/kmnist/files/2707170/Kuzushiji_by_SVM.zip)\r\nI believe inferior counterpart is necessary to feature sophisticated DNNs more.\r\n\r\nSVMs with 'RBF' Kernel with chosen parameters C and gamma by a random search give the following results.\r\n\r\nAccuracy:\r\nKMNIST 92.82% (test data), 99.98% (training data)\r\nK49        87.09% (test data), 97.96% (training data)"}}
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