{
  "id": 122242,
  "title": "Top Teams are Overfitting?",
  "url": "/competitions/pku-autonomous-driving/discussion/122242",
  "author_name": "",
  "post_date": "2019-12-18T18:41:57.428052300Z",
  "votes": 2,
  "comment_count": 6,
  "views": 0,
  "content": "<p>This is what I would think when the straight-gold kaggler(guess who?) is not in the gold region for a while; this either means overfitting or incoming shakeup? Let me know your thoughts?</p>",
  "messages": [
    {
      "id": "698057",
      "postDate": "12/18/2019 18:41:57",
      "content": "<p>This is what I would think when the straight-gold kaggler(guess who?) is not in the gold region for a while; this either means overfitting or incoming shakeup? Let me know your thoughts?</p>",
      "rawMarkdown": "This is what I would think when the straight-gold kaggler(guess who?) is not in the gold region for a while; this either means overfitting or incoming shakeup? Let me know your thoughts?",
      "votes": null
    },
    {
      "id": "698157",
      "postDate": "12/18/2019 21:39:52",
      "content": "<p>Do you mean the rank 1, bestfitting?\nNo, I don't think its overfitting, but rather a combination of good model architecture + a good way of encoding train data.</p>\n\n<p>What is that way, I'm still trying to figure out :)</p>",
      "rawMarkdown": "Do you mean the rank 1, bestfitting?\nNo, I don't think its overfitting, but rather a combination of good model architecture + a good way of encoding train data.\n\nWhat is that way, I'm still trying to figure out :)",
      "votes": null
    },
    {
      "id": "698240",
      "postDate": "12/19/2019 01:30:45",
      "content": "<p>I don't think the top teams are overfitting either. With good model architecture, I think their score would be quite reasonable.</p>",
      "rawMarkdown": "I don't think the top teams are overfitting either. With good model architecture, I think their score would be quite reasonable.",
      "votes": null
    },
    {
      "id": "698269",
      "postDate": "12/19/2019 02:05:53",
      "content": "<p>Since we don't have enough information about metrics, we can not make reliable local validation and LB is the best compass (even Public LB has 200 images) for now.</p>\n\n<p>So I think we can't avoid overfitting without more metrics details. :(</p>",
      "rawMarkdown": "Since we don't have enough information about metrics, we can not make reliable local validation and LB is the best compass (even Public LB has 200 images) for now.\n\nSo I think we can't avoid overfitting without more metrics details. :(",
      "votes": null
    },
    {
      "id": "698271",
      "postDate": "12/19/2019 02:11:05",
      "content": "<p>Yes, I also hope the organizer can clear some information here.. Or this is the part of competition? lol</p>",
      "rawMarkdown": "Yes, I also hope the organizer can clear some information here.. Or this is the part of competition? lol",
      "votes": null
    },
    {
      "id": "698799",
      "postDate": "12/19/2019 17:48:17",
      "content": "<p>@bibek good to see you in this competition..\nhave you joined in ?</p>",
      "rawMarkdown": "bibek good to see you in this competition..\nhave you joined in ?",
      "votes": null
    },
    {
      "id": "699187",
      "postDate": "12/20/2019 06:12:10",
      "content": "<p>You can't really overfit a metric that you don't know. So PB really is our best bet, as <a href=\"/its7171\">@its7171</a> said</p>",
      "rawMarkdown": "You can't really overfit a metric that you don't know. So PB really is our best bet, as @its7171 said",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 698157,
      "author_name": "chroteus",
      "author_url": "",
      "post_date": "12/18/2019 21:39:52",
      "content": "<p>Do you mean the rank 1, bestfitting?\nNo, I don't think its overfitting, but rather a combination of good model architecture + a good way of encoding train data.</p>\n\n<p>What is that way, I'm still trying to figure out :)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 698240,
      "author_name": "xiejialun",
      "author_url": "",
      "post_date": "12/19/2019 01:30:45",
      "content": "<p>I don't think the top teams are overfitting either. With good model architecture, I think their score would be quite reasonable.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 698269,
      "author_name": "its7171",
      "author_url": "",
      "post_date": "12/19/2019 02:05:53",
      "content": "<p>Since we don't have enough information about metrics, we can not make reliable local validation and LB is the best compass (even Public LB has 200 images) for now.</p>\n\n<p>So I think we can't avoid overfitting without more metrics details. :(</p>",
      "votes": null,
      "replies": [
        {
          "id": 698271,
          "author_name": "xiejialun",
          "author_url": "",
          "post_date": "12/19/2019 02:11:05",
          "content": "<p>Yes, I also hope the organizer can clear some information here.. Or this is the part of competition? lol</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 698799,
      "author_name": "jaideepvalani",
      "author_url": "",
      "post_date": "12/19/2019 17:48:17",
      "content": "<p>@bibek good to see you in this competition..\nhave you joined in ?</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 699187,
      "author_name": "ilu000",
      "author_url": "",
      "post_date": "12/20/2019 06:12:10",
      "content": "<p>You can't really overfit a metric that you don't know. So PB really is our best bet, as <a href=\"/its7171\">@its7171</a> said</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "698057": "This is what I would think when the straight-gold kaggler(guess who?) is not in the gold region for a while; this either means overfitting or incoming shakeup? Let me know your thoughts?",
    "698157": "Do you mean the rank 1, bestfitting?\nNo, I don't think its overfitting, but rather a combination of good model architecture + a good way of encoding train data.\n\nWhat is that way, I'm still trying to figure out :)",
    "698240": "I don't think the top teams are overfitting either. With good model architecture, I think their score would be quite reasonable.",
    "698269": "Since we don't have enough information about metrics, we can not make reliable local validation and LB is the best compass (even Public LB has 200 images) for now.\n\nSo I think we can't avoid overfitting without more metrics details. :(",
    "698271": "Yes, I also hope the organizer can clear some information here.. Or this is the part of competition? lol",
    "698799": "bibek good to see you in this competition..\nhave you joined in ?",
    "699187": "You can't really overfit a metric that you don't know. So PB really is our best bet, as @its7171 said"
  },
  "source": "meta"
}