{
  "id": 216245,
  "title": "Using Observations (Inferences) extracted through EDA",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/216245",
  "author_name": "MDEE",
  "post_date": "2021-02-02T05:48:11.103000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hello,</p>\n<p>In this competition, I have seen some notebooks with amazing EDA.</p>\n<p>However, I am yet to see a notebook that uses the inferences/ observations made during EDA.</p>\n<p>All of them after doing a fantastic EDA and jump directly to model building and never use any information extracted through EDA.</p>\n<p>for example, </p>\n<ol>\n<li>we found out that there are mislabeled images, </li>\n<li>duplicate images, </li>\n<li>and various disease symptoms </li>\n</ol>\n<p><strong>to name some</strong> but we haven't taken any action based on this information.</p>\n<p><strong>So what's the use of doing EDA if we are not going to use the information gained through EDA</strong> because that's as good as jumping to the model building directly without doing any EDA.</p>\n<p>Thanks</p>",
  "messages": [
    {
      "id": 1181789,
      "postDate": "2021-02-02T05:48:11.103Z",
      "content": "<p>Hello,</p>\n<p>In this competition, I have seen some notebooks with amazing EDA.</p>\n<p>However, I am yet to see a notebook that uses the inferences/ observations made during EDA.</p>\n<p>All of them after doing a fantastic EDA and jump directly to model building and never use any information extracted through EDA.</p>\n<p>for example, </p>\n<ol>\n<li>we found out that there are mislabeled images, </li>\n<li>duplicate images, </li>\n<li>and various disease symptoms </li>\n</ol>\n<p><strong>to name some</strong> but we haven't taken any action based on this information.</p>\n<p><strong>So what's the use of doing EDA if we are not going to use the information gained through EDA</strong> because that's as good as jumping to the model building directly without doing any EDA.</p>\n<p>Thanks</p>",
      "rawMarkdown": "Hello,\n\nIn this competition, I have seen some notebooks with amazing EDA.\n\nHowever, I am yet to see a notebook that uses the inferences/ observations made during EDA.\n\nAll of them after doing a fantastic EDA and jump directly to model building and never use any information extracted through EDA.\n\nfor example, \n1. we found out that there are mislabeled images, \n1. duplicate images, \n1. and various disease symptoms \n\n**to name some** but we haven't taken any action based on this information.\n\n**So what's the use of doing EDA if we are not going to use the information gained through EDA** because that's as good as jumping to the model building directly without doing any EDA.\n\nThanks",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1181789": "Hello,\n\nIn this competition, I have seen some notebooks with amazing EDA.\n\nHowever, I am yet to see a notebook that uses the inferences/ observations made during EDA.\n\nAll of them after doing a fantastic EDA and jump directly to model building and never use any information extracted through EDA.\n\nfor example, \n1. we found out that there are mislabeled images, \n1. duplicate images, \n1. and various disease symptoms \n\n**to name some** but we haven't taken any action based on this information.\n\n**So what's the use of doing EDA if we are not going to use the information gained through EDA** because that's as good as jumping to the model building directly without doing any EDA.\n\nThanks"
  }
}