{
  "id": 229611,
  "title": "What was the magic? GM Magic?",
  "url": "/competitions/vinbigdata-chest-xray-abnormalities-detection/discussion/229611",
  "author_name": "Stanley Zheng",
  "post_date": "2021-03-31T00:13:07.142000",
  "votes": 15,
  "comment_count": 19,
  "views": 0,
  "content": "<p>I was going to make a post earlier about \"where were the GM's\" but I guess we got our reply. What was the magic with the CV? It seems only the GM's had a big shake up.</p>\n<p>Watercooled 57 -&gt; 5<br>\nGuanshuo Xu 89 -&gt; 6 (with only 8 subs?!?)<br>\nChris Deotte &amp; co 27 -&gt; 7<br>\nlung poem jumping up in the final minutes of the competition<br>\nNVNN 76 -&gt; 11</p>",
  "messages": [
    {
      "id": 1257545,
      "postDate": "2021-03-31T00:13:07.143Z",
      "content": "<p>I was going to make a post earlier about \"where were the GM's\" but I guess we got our reply. What was the magic with the CV? It seems only the GM's had a big shake up.</p>\n<p>Watercooled 57 -&gt; 5<br>\nGuanshuo Xu 89 -&gt; 6 (with only 8 subs?!?)<br>\nChris Deotte &amp; co 27 -&gt; 7<br>\nlung poem jumping up in the final minutes of the competition<br>\nNVNN 76 -&gt; 11</p>",
      "rawMarkdown": "I was going to make a post earlier about \"where were the GM's\" but I guess we got our reply. What was the magic with the CV? It seems only the GM's had a big shake up.\n\nWatercooled 57 -> 5\nGuanshuo Xu 89 -> 6 (with only 8 subs?!?)\nChris Deotte & co 27 -> 7\nlung poem jumping up in the final minutes of the competition\nNVNN 76 -> 11",
      "votes": 15
    },
    {
      "id": 1257552,
      "postDate": "2021-03-31T00:21:58.570Z",
      "content": "<p>it is a trust CV game. My public score is only 0.242</p>",
      "rawMarkdown": "it is a trust CV game. My public score is only 0.242",
      "votes": 6,
      "replies": [
        {
          "id": 1257554,
          "postDate": "2021-03-31T00:24:47.693Z",
          "content": "<p>Was there anything special? I used multilabel stratified kfolds and even optimizing for CV I only got 0.267 private</p>\n<p>Congratulations on Competition GM by the way!!!</p>",
          "rawMarkdown": "Was there anything special? I used multilabel stratified kfolds and even optimizing for CV I only got 0.267 private\n\nCongratulations on Competition GM by the way!!!",
          "votes": 2
        },
        {
          "id": 1257556,
          "postDate": "2021-03-31T00:29:07.710Z",
          "content": "<p>Probably 2 class filter is very sensitive, optimizing 2 class classifier is very important too</p>",
          "rawMarkdown": "Probably 2 class filter is very sensitive, optimizing 2 class classifier is very important too",
          "votes": 5
        },
        {
          "id": 1257567,
          "postDate": "2021-03-31T00:44:54.220Z",
          "content": "<p><a href=\"https://www.kaggle.com/ptran1203\" target=\"_blank\">@ptran1203</a> you right!</p>",
          "rawMarkdown": "@ptran1203 you right!"
        },
        {
          "id": 1257619,
          "postDate": "2021-03-31T02:13:21.577Z",
          "content": "<p>chúc mừng đại kiện tướng ;)</p>",
          "rawMarkdown": "chúc mừng đại kiện tướng ;)"
        },
        {
          "id": 1257624,
          "postDate": "2021-03-31T02:19:04.543Z",
          "content": "<p><a href=\"https://www.kaggle.com/moewie94\" target=\"_blank\">@moewie94</a> thank bro. Khi nào thì có form cho special prize vậy bro :))</p>",
          "rawMarkdown": "@moewie94 thank bro. Khi nào thì có form cho special prize vậy bro :))",
          "votes": 1
        },
        {
          "id": 1257629,
          "postDate": "2021-03-31T02:21:47.523Z",
          "content": "<p>thằng Kiệt bên trên ông ăn mà ông nội :v</p>",
          "rawMarkdown": "thằng Kiệt bên trên ông ăn mà ông nội :v",
          "votes": 1
        },
        {
          "id": 1257634,
          "postDate": "2021-03-31T02:23:35.363Z",
          "content": "<p>:v tưởng đồng chí đó ở nước khác chứ :((</p>",
          "rawMarkdown": ":v tưởng đồng chí đó ở nước khác chứ :((",
          "votes": 1
        },
        {
          "id": 1257640,
          "postDate": "2021-03-31T02:25:06.387Z",
          "content": "<p>lúc đầu tưởng tàu nhưng check github thấy nói tiếng dziệt =))</p>",
          "rawMarkdown": "lúc đầu tưởng tàu nhưng check github thấy nói tiếng dziệt =))",
          "votes": 1
        },
        {
          "id": 1257643,
          "postDate": "2021-03-31T02:30:11.613Z",
          "content": "<p>:))))))))))</p>",
          "rawMarkdown": ":))))))))))",
          "votes": 2
        },
        {
          "id": 1257661,
          "postDate": "2021-03-31T02:50:09.890Z",
          "content": "<p>quẩy hơi sớm rồi bro ơi =))). Dù gì vẫn chúc mừng tân GM <a href=\"https://www.kaggle.com/nvnnghia\" target=\"_blank\">@nvnnghia</a> nhé 👌</p>",
          "rawMarkdown": "quẩy hơi sớm rồi bro ơi =))). Dù gì vẫn chúc mừng tân GM @nvnnghia nhé 👌",
          "votes": 1
        },
        {
          "id": 1257667,
          "postDate": "2021-03-31T02:55:19.573Z",
          "content": "<p>Thank bro. :)</p>",
          "rawMarkdown": "Thank bro. :)"
        },
        {
          "id": 1258042,
          "postDate": "2021-03-31T09:43:06.520Z",
          "content": "<p><a href=\"https://www.kaggle.com/moewie94\" target=\"_blank\">@moewie94</a> ban đầu em cũng nghĩ giống anh :))</p>",
          "rawMarkdown": "@moewie94 ban đầu em cũng nghĩ giống anh :))",
          "votes": 1
        }
      ]
    },
    {
      "id": 1257637,
      "postDate": "2021-03-31T02:24:14.987Z",
      "content": "<p>In this competition, the public LB only represents 10% of the test data so it doesn't give really much information about the final standing. I was amazed that the top 3 teams have very strong and robust solutions so their position remains top for both LB :)</p>",
      "rawMarkdown": "In this competition, the public LB only represents 10% of the test data so it doesn't give really much information about the final standing. I was amazed that the top 3 teams have very strong and robust solutions so their position remains top for both LB :)",
      "votes": 4,
      "replies": [
        {
          "id": 1257908,
          "postDate": "2021-03-31T07:43:47.690Z",
          "content": "<p>There is quite some bias in test vs train so things that work on public LB can also work on private LB. But the effect is potentially reduced.</p>",
          "rawMarkdown": "There is quite some bias in test vs train so things that work on public LB can also work on private LB. But the effect is potentially reduced.",
          "votes": 1
        }
      ]
    },
    {
      "id": 1257597,
      "postDate": "2021-03-31T01:27:21.267Z",
      "content": "<p>No magic, trust on your CV and jumping </p>",
      "rawMarkdown": "No magic, trust on your CV and jumping ",
      "votes": 1
    },
    {
      "id": 1257660,
      "postDate": "2021-03-31T02:48:21.767Z",
      "content": "<p>Chris <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> team and <a href=\"https://www.kaggle.com/nvnnghia\" target=\"_blank\">@nvnnghia</a> have landed in gold zone for a few days while the 3 other teams climbed the private LB in the last few hours. </p>\n<p>I'm hugely impressed and cannot wait to read their solutions.</p>",
      "rawMarkdown": "Chris @cdeotte team and @nvnnghia have landed in gold zone for a few days while the 3 other teams climbed the private LB in the last few hours. \n\nI'm hugely impressed and cannot wait to read their solutions.",
      "votes": 2
    },
    {
      "id": 1257591,
      "postDate": "2021-03-31T01:19:00.730Z",
      "content": "<p>My guess is having a good CV strategy and trusting it =) </p>",
      "rawMarkdown": "My guess is having a good CV strategy and trusting it =) "
    },
    {
      "id": 1257550,
      "postDate": "2021-03-31T00:19:57.767Z",
      "content": "<p>high CV -&gt; high private LB?</p>",
      "rawMarkdown": "high CV -> high private LB?"
    }
  ],
  "comments": [
    {
      "id": 1257552,
      "author_name": "nvnn",
      "author_url": "",
      "post_date": "2021-03-31T00:21:58.570000",
      "content": "<p>it is a trust CV game. My public score is only 0.242</p>",
      "votes": 6,
      "replies": [
        {
          "id": 1257554,
          "author_name": "Stanley Zheng",
          "author_url": "",
          "post_date": "2021-03-31T00:24:47.693000",
          "content": "<p>Was there anything special? I used multilabel stratified kfolds and even optimizing for CV I only got 0.267 private</p>\n<p>Congratulations on Competition GM by the way!!!</p>",
          "votes": 2,
          "replies": []
        },
        {
          "id": 1257556,
          "author_name": "Phat Tran",
          "author_url": "",
          "post_date": "2021-03-31T00:29:07.710000",
          "content": "<p>Probably 2 class filter is very sensitive, optimizing 2 class classifier is very important too</p>",
          "votes": 5,
          "replies": []
        },
        {
          "id": 1257567,
          "author_name": "HungNT",
          "author_url": "",
          "post_date": "2021-03-31T00:44:54.220000",
          "content": "<p><a href=\"https://www.kaggle.com/ptran1203\" target=\"_blank\">@ptran1203</a> you right!</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1257619,
          "author_name": "DatNT",
          "author_url": "",
          "post_date": "2021-03-31T02:13:21.577000",
          "content": "<p>chúc mừng đại kiện tướng ;)</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1257624,
          "author_name": "nvnn",
          "author_url": "",
          "post_date": "2021-03-31T02:19:04.543000",
          "content": "<p><a href=\"https://www.kaggle.com/moewie94\" target=\"_blank\">@moewie94</a> thank bro. Khi nào thì có form cho special prize vậy bro :))</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1257629,
          "author_name": "DatNT",
          "author_url": "",
          "post_date": "2021-03-31T02:21:47.523000",
          "content": "<p>thằng Kiệt bên trên ông ăn mà ông nội :v</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1257634,
          "author_name": "nvnn",
          "author_url": "",
          "post_date": "2021-03-31T02:23:35.363000",
          "content": "<p>:v tưởng đồng chí đó ở nước khác chứ :((</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1257640,
          "author_name": "DatNT",
          "author_url": "",
          "post_date": "2021-03-31T02:25:06.387000",
          "content": "<p>lúc đầu tưởng tàu nhưng check github thấy nói tiếng dziệt =))</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1257643,
          "author_name": "nvnn",
          "author_url": "",
          "post_date": "2021-03-31T02:30:11.613000",
          "content": "<p>:))))))))))</p>",
          "votes": 2,
          "replies": []
        },
        {
          "id": 1257661,
          "author_name": "NguyenThanhNhan",
          "author_url": "",
          "post_date": "2021-03-31T02:50:09.890000",
          "content": "<p>quẩy hơi sớm rồi bro ơi =))). Dù gì vẫn chúc mừng tân GM <a href=\"https://www.kaggle.com/nvnnghia\" target=\"_blank\">@nvnnghia</a> nhé 👌</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1257667,
          "author_name": "nvnn",
          "author_url": "",
          "post_date": "2021-03-31T02:55:19.573000",
          "content": "<p>Thank bro. :)</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1258042,
          "author_name": "KhanhVD",
          "author_url": "",
          "post_date": "2021-03-31T09:43:06.520000",
          "content": "<p><a href=\"https://www.kaggle.com/moewie94\" target=\"_blank\">@moewie94</a> ban đầu em cũng nghĩ giống anh :))</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1257637,
      "author_name": "DatNT",
      "author_url": "",
      "post_date": "2021-03-31T02:24:14.987000",
      "content": "<p>In this competition, the public LB only represents 10% of the test data so it doesn't give really much information about the final standing. I was amazed that the top 3 teams have very strong and robust solutions so their position remains top for both LB :)</p>",
      "votes": 4,
      "replies": [
        {
          "id": 1257908,
          "author_name": "Psi",
          "author_url": "",
          "post_date": "2021-03-31T07:43:47.690000",
          "content": "<p>There is quite some bias in test vs train so things that work on public LB can also work on private LB. But the effect is potentially reduced.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1257597,
      "author_name": "KhanhVD",
      "author_url": "",
      "post_date": "2021-03-31T01:27:21.267000",
      "content": "<p>No magic, trust on your CV and jumping </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1257660,
      "author_name": "NguyenThanhNhan",
      "author_url": "",
      "post_date": "2021-03-31T02:48:21.767000",
      "content": "<p>Chris <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> team and <a href=\"https://www.kaggle.com/nvnnghia\" target=\"_blank\">@nvnnghia</a> have landed in gold zone for a few days while the 3 other teams climbed the private LB in the last few hours. </p>\n<p>I'm hugely impressed and cannot wait to read their solutions.</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1257591,
      "author_name": "Trushant Kalyanpur",
      "author_url": "",
      "post_date": "2021-03-31T01:19:00.730000",
      "content": "<p>My guess is having a good CV strategy and trusting it =) </p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1257550,
      "author_name": "kidd",
      "author_url": "",
      "post_date": "2021-03-31T00:19:57.767000",
      "content": "<p>high CV -&gt; high private LB?</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1257545": "I was going to make a post earlier about \"where were the GM's\" but I guess we got our reply. What was the magic with the CV? It seems only the GM's had a big shake up.\n\nWatercooled 57 -> 5\nGuanshuo Xu 89 -> 6 (with only 8 subs?!?)\nChris Deotte & co 27 -> 7\nlung poem jumping up in the final minutes of the competition\nNVNN 76 -> 11",
    "1257552": "it is a trust CV game. My public score is only 0.242",
    "1257637": "In this competition, the public LB only represents 10% of the test data so it doesn't give really much information about the final standing. I was amazed that the top 3 teams have very strong and robust solutions so their position remains top for both LB :)",
    "1257597": "No magic, trust on your CV and jumping ",
    "1257660": "Chris @cdeotte team and @nvnnghia have landed in gold zone for a few days while the 3 other teams climbed the private LB in the last few hours. \n\nI'm hugely impressed and cannot wait to read their solutions.",
    "1257591": "My guess is having a good CV strategy and trusting it =) ",
    "1257550": "high CV -> high private LB?"
  }
}