{
  "id": 191317,
  "title": "Which kind of augmentation should we NOT use?",
  "url": "/competitions/rsna-str-pulmonary-embolism-detection/discussion/191317",
  "author_name": "DarkCube",
  "post_date": "2020-10-15T19:44:15.693000",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>For example, I would imaging that the size of the lungs can affect the prediction. Therefore, cropping should be prohibited (would be glad if someone corrected me on this one). So this begs the question: which kind of augmentation should we use and which kind should be prohibited?</p>",
  "messages": [
    {
      "id": 1051798,
      "postDate": "2020-10-16T22:22:19.123Z",
      "content": "<p>You should try it on your validation set and see if it improves your validation score. You shouldn't draw any conclusions unless experimented.</p>",
      "rawMarkdown": "You should try it on your validation set and see if it improves your validation score. You shouldn't draw any conclusions unless experimented.",
      "votes": 3
    },
    {
      "id": 1050851,
      "postDate": "2020-10-15T19:44:15.693Z",
      "content": "<p>For example, I would imaging that the size of the lungs can affect the prediction. Therefore, cropping should be prohibited (would be glad if someone corrected me on this one). So this begs the question: which kind of augmentation should we use and which kind should be prohibited?</p>",
      "rawMarkdown": "For example, I would imaging that the size of the lungs can affect the prediction. Therefore, cropping should be prohibited (would be glad if someone corrected me on this one). So this begs the question: which kind of augmentation should we use and which kind should be prohibited?",
      "votes": 1
    }
  ],
  "comments": [
    {
      "id": 1051798,
      "author_name": "sin",
      "author_url": "",
      "post_date": "2020-10-16T22:22:19.123000",
      "content": "<p>You should try it on your validation set and see if it improves your validation score. You shouldn't draw any conclusions unless experimented.</p>",
      "votes": 3,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1051798": "You should try it on your validation set and see if it improves your validation score. You shouldn't draw any conclusions unless experimented.",
    "1050851": "For example, I would imaging that the size of the lungs can affect the prediction. Therefore, cropping should be prohibited (would be glad if someone corrected me on this one). So this begs the question: which kind of augmentation should we use and which kind should be prohibited?"
  }
}