{"action":"created","issue":{"url":"https://api.github.com/repos/nicolaspanel/node-svm/issues/29","repository_url":"https://api.github.com/repos/nicolaspanel/node-svm","labels_url":"https://api.github.com/repos/nicolaspanel/node-svm/issues/29/labels{/name}","comments_url":"https://api.github.com/repos/nicolaspanel/node-svm/issues/29/comments","events_url":"https://api.github.com/repos/nicolaspanel/node-svm/issues/29/events","html_url":"https://github.com/nicolaspanel/node-svm/issues/29","id":137805519,"number":29,"title":"Limitation on amount of features","user":{"login":"csysmans","id":13849181,"avatar_url":"https://avatars.githubusercontent.com/u/13849181?v=3","gravatar_id":"","url":"https://api.github.com/users/csysmans","html_url":"https://github.com/csysmans","followers_url":"https://api.github.com/users/csysmans/followers","following_url":"https://api.github.com/users/csysmans/following{/other_user}","gists_url":"https://api.github.com/users/csysmans/gists{/gist_id}","starred_url":"https://api.github.com/users/csysmans/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/csysmans/subscriptions","organizations_url":"https://api.github.com/users/csysmans/orgs","repos_url":"https://api.github.com/users/csysmans/repos","events_url":"https://api.github.com/users/csysmans/events{/privacy}","received_events_url":"https://api.github.com/users/csysmans/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"milestone":null,"comments":3,"created_at":"2016-03-02T08:21:33Z","updated_at":"2016-03-02T11:58:03Z","closed_at":"2016-03-02T11:24:27Z","body":"Hi, \r\n\r\nI'm having another problem.\r\nThe SVM works great, but is there a limitation on the amount of features?\r\nI use the following input data: [svmData.txt](https://github.com/nicolaspanel/node-svm/files/154314/svmData.txt),\r\nI create the SVM like so:\r\n```\r\n// Create SVM\r\nvar clf = new svm.SVM({\r\n    svmType: 'NU_SVR',\r\n    kernel: 'RBF',\r\n    normalize: true,\r\n    reduce: false,\r\n    kFold: 4,\r\n    cacheSize: 1000\r\n});\r\n\r\n// Train SVM\r\nconsole.log(\"Training...\");\r\nvar lastPercentage = \"0.0\";\r\nclf.train(svmData)\r\n.progress(function(rate){\r\n\tvar percentage = (Math.round(rate*1000)/10).toFixed(1);\r\n\tif(lastPercentage != percentage){\r\n\t\tconsole.log(\"Training...(\" + percentage + \"%)\");\r\n\t\tlastPercentage = percentage;\r\n\t}\r\n})\r\n.done(function () {\r\n\tconsole.log(\"Training done...\");\r\n});\r\n```\r\n\r\nThe execution of the program gets terminated abruptly at 99%. I receive no errors or warnings.\r\nWhen I modify the data by removing one of the features (11 features instead of 12), the execution works as expected.\r\n\r\nKind regards\r\n"},"comment":{"url":"https://api.github.com/repos/nicolaspanel/node-svm/issues/comments/191210650","html_url":"https://github.com/nicolaspanel/node-svm/issues/29#issuecomment-191210650","issue_url":"https://api.github.com/repos/nicolaspanel/node-svm/issues/29","id":191210650,"user":{"login":"csysmans","id":13849181,"avatar_url":"https://avatars.githubusercontent.com/u/13849181?v=3","gravatar_id":"","url":"https://api.github.com/users/csysmans","html_url":"https://github.com/csysmans","followers_url":"https://api.github.com/users/csysmans/followers","following_url":"https://api.github.com/users/csysmans/following{/other_user}","gists_url":"https://api.github.com/users/csysmans/gists{/gist_id}","starred_url":"https://api.github.com/users/csysmans/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/csysmans/subscriptions","organizations_url":"https://api.github.com/users/csysmans/orgs","repos_url":"https://api.github.com/users/csysmans/repos","events_url":"https://api.github.com/users/csysmans/events{/privacy}","received_events_url":"https://api.github.com/users/csysmans/received_events","type":"User","site_admin":false},"created_at":"2016-03-02T11:58:03Z","updated_at":"2016-03-02T11:58:03Z","body":"Oh my god, for shame!\r\nDon't know how i missed that one \"null\" in my data...\r\nThanks!"}}