{
  "id": 226411,
  "title": "Regarding Labels",
  "url": "/competitions/plant-pathology-2021-fgvc8/discussion/226411",
  "author_name": "",
  "post_date": "2021-03-16T12:10:49.836567700Z",
  "votes": 2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>In the details of data, for <code>labels</code> following line is given :</p>\n<pre><code>Unhealthy leaves with too many diseases to classify visually will have the complex class, and may also have a subset of the diseases identified.\n</code></pre>\n<p>Can anyone explain this?<br>\n For some instances multiple labels are given and if instance have many diseases <code>complex</code> label is given. How to define multiple diseases here?</p>\n<p><strong>Edit</strong> :I understood it after going through the csv file of labels. You can refer my notebook for more details. <a href=\"https://www.kaggle.com/shanmukh05/plant-pathology-2k21-baseline-training\" target=\"_blank\">https://www.kaggle.com/shanmukh05/plant-pathology-2k21-baseline-training</a></p>",
  "messages": [
    {
      "id": "1240427",
      "postDate": "03/16/2021 12:10:49",
      "content": "<p>In the details of data, for <code>labels</code> following line is given :</p>\n<pre><code>Unhealthy leaves with too many diseases to classify visually will have the complex class, and may also have a subset of the diseases identified.\n</code></pre>\n<p>Can anyone explain this?<br>\n For some instances multiple labels are given and if instance have many diseases <code>complex</code> label is given. How to define multiple diseases here?</p>\n<p><strong>Edit</strong> :I understood it after going through the csv file of labels. You can refer my notebook for more details. <a href=\"https://www.kaggle.com/shanmukh05/plant-pathology-2k21-baseline-training\" target=\"_blank\">https://www.kaggle.com/shanmukh05/plant-pathology-2k21-baseline-training</a></p>",
      "rawMarkdown": "In the details of data, for `labels` following line is given :\n\n    Unhealthy leaves with too many diseases to classify visually will have the complex class, and may also have a subset of the diseases identified.\n\nCan anyone explain this?\n For some instances multiple labels are given and if instance have many diseases `complex` label is given. How to define multiple diseases here?\n\n**Edit** :I understood it after going through the csv file of labels. You can refer my notebook for more details. https://www.kaggle.com/shanmukh05/plant-pathology-2k21-baseline-training",
      "votes": null
    },
    {
      "id": "1240904",
      "postDate": "03/16/2021 18:06:20",
      "content": "<p><code>complex</code> is best understood as \"too complex for an expert to classify\". You can think of it being used as a flag for cases where visual approaches aren't sufficient and further investigation with lab testing could be warranted.</p>",
      "rawMarkdown": "`complex` is best understood as \"too complex for an expert to classify\". You can think of it being used as a flag for cases where visual approaches aren't sufficient and further investigation with lab testing could be warranted.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1240904,
      "author_name": "sohier",
      "author_url": "",
      "post_date": "03/16/2021 18:06:20",
      "content": "<p><code>complex</code> is best understood as \"too complex for an expert to classify\". You can think of it being used as a flag for cases where visual approaches aren't sufficient and further investigation with lab testing could be warranted.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1240427": "In the details of data, for `labels` following line is given :\n\n    Unhealthy leaves with too many diseases to classify visually will have the complex class, and may also have a subset of the diseases identified.\n\nCan anyone explain this?\n For some instances multiple labels are given and if instance have many diseases `complex` label is given. How to define multiple diseases here?\n\n**Edit** :I understood it after going through the csv file of labels. You can refer my notebook for more details. https://www.kaggle.com/shanmukh05/plant-pathology-2k21-baseline-training",
    "1240904": "`complex` is best understood as \"too complex for an expert to classify\". You can think of it being used as a flag for cases where visual approaches aren't sufficient and further investigation with lab testing could be warranted."
  },
  "source": "meta"
}