{
  "id": 199345,
  "title": "What is the labelling procedure for this data?",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/199345",
  "author_name": "Sinan Calisir",
  "post_date": "2020-11-25T11:48:26.397000",
  "votes": 4,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hi, </p>\n<p>Since there are already some posts about discussing the noise in the dataset like duplicate images and wrong labels. Is it possible to learn that how the data is labelled? </p>\n<p>I also wonder that should we try to make our models robust to that noise as well and would public LB be a robust indicator to achieve that? </p>\n<p>Thanks</p>",
  "messages": [
    {
      "id": 1090522,
      "postDate": "2020-11-25T11:48:26.397Z",
      "content": "<p>Hi, </p>\n<p>Since there are already some posts about discussing the noise in the dataset like duplicate images and wrong labels. Is it possible to learn that how the data is labelled? </p>\n<p>I also wonder that should we try to make our models robust to that noise as well and would public LB be a robust indicator to achieve that? </p>\n<p>Thanks</p>",
      "rawMarkdown": "Hi, \n\nSince there are already some posts about discussing the noise in the dataset like duplicate images and wrong labels. Is it possible to learn that how the data is labelled? \n\nI also wonder that should we try to make our models robust to that noise as well and would public LB be a robust indicator to achieve that? \n\nThanks",
      "votes": 4
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1090522": "Hi, \n\nSince there are already some posts about discussing the noise in the dataset like duplicate images and wrong labels. Is it possible to learn that how the data is labelled? \n\nI also wonder that should we try to make our models robust to that noise as well and would public LB be a robust indicator to achieve that? \n\nThanks"
  }
}