{"action":"opened","issue":{"url":"https://api.github.com/repos/mapbox/gabbar/issues/33","repository_url":"https://api.github.com/repos/mapbox/gabbar","labels_url":"https://api.github.com/repos/mapbox/gabbar/issues/33/labels{/name}","comments_url":"https://api.github.com/repos/mapbox/gabbar/issues/33/comments","events_url":"https://api.github.com/repos/mapbox/gabbar/issues/33/events","html_url":"https://github.com/mapbox/gabbar/issues/33","id":228524519,"number":33,"title":"Datasets: Training, Validation and Testing","user":{"login":"bkowshik","id":2899501,"avatar_url":"https://avatars2.githubusercontent.com/u/2899501?v=3","gravatar_id":"","url":"https://api.github.com/users/bkowshik","html_url":"https://github.com/bkowshik","followers_url":"https://api.github.com/users/bkowshik/followers","following_url":"https://api.github.com/users/bkowshik/following{/other_user}","gists_url":"https://api.github.com/users/bkowshik/gists{/gist_id}","starred_url":"https://api.github.com/users/bkowshik/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/bkowshik/subscriptions","organizations_url":"https://api.github.com/users/bkowshik/orgs","repos_url":"https://api.github.com/users/bkowshik/repos","events_url":"https://api.github.com/users/bkowshik/events{/privacy}","received_events_url":"https://api.github.com/users/bkowshik/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-05-14T07:31:39Z","updated_at":"2017-05-14T07:31:39Z","closed_at":null,"body":"### 1. Training\r\n- Labelled changesets from osmcha between January, 2017 to April, 2017\r\n- Model will initially be trained on `20%` of this dataset called the sample\r\n- Before publishing, model will be trained on `100%` of this dataset\r\n\r\n### 2. Validation\r\n- To estimate how well your model has been trained\r\n- Using labelled changesets from osmcha from May, 2017\r\n\r\n### 3. Testing\r\n- All changesets from OpenStreetMap on `1st April, 2017`"}}
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