{
  "id": 460372,
  "title": "9th Place Solution",
  "url": "/competitions/child-mind-institute-detect-sleep-states/discussion/460372",
  "author_name": "tomo20180402",
  "post_date": "2023-12-09T00:28:02.080000",
  "votes": 18,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Thank you to the organizers of the contest for hosting such an interesting competition! We share our 9th place solution.<br>\nteam member: <a href=\"https://www.kaggle.com/chris62\" target=\"_blank\">@chris62</a>, <a href=\"https://www.kaggle.com/shu421\" target=\"_blank\">@shu421</a>, <a href=\"https://www.kaggle.com/ymatioun\" target=\"_blank\">@ymatioun</a>, <a href=\"https://www.kaggle.com/tomo20180402\" target=\"_blank\">@tomo20180402</a></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2126876%2F38e25c55ee67973fa0b39146030e5adb%2F2023-12-09%209.18.17.png?generation=1702081125918958&amp;alt=media\" alt=\"\"></p>\n<ul>\n<li>Result<ul>\n<li>CV 0.832, Public LB 0.783, Private LB 0.829 (CV best submission)</li>\n<li>split=StratifiedGroupKFold(k=5, y=sleep, group=series_id)</li></ul></li>\n</ul>\n<p>The details are provided in the articles for each specific part.</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/460276\" target=\"_blank\">model1: tomo's part</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459678\" target=\"_blank\">model2: shu's part</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459613\" target=\"_blank\">model3: chris' part</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459742\" target=\"_blank\">post-processing: youri's part</a></li>\n</ul>\n<p>Finally, I would like to express my gratitude for having the opportunity to work on this competition with such wonderful team members. Thank you!</p>",
  "messages": [
    {
      "id": 2554234,
      "postDate": "2023-12-09T00:28:02.080Z",
      "content": "<p>Thank you to the organizers of the contest for hosting such an interesting competition! We share our 9th place solution.<br>\nteam member: <a href=\"https://www.kaggle.com/chris62\" target=\"_blank\">@chris62</a>, <a href=\"https://www.kaggle.com/shu421\" target=\"_blank\">@shu421</a>, <a href=\"https://www.kaggle.com/ymatioun\" target=\"_blank\">@ymatioun</a>, <a href=\"https://www.kaggle.com/tomo20180402\" target=\"_blank\">@tomo20180402</a></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2126876%2F38e25c55ee67973fa0b39146030e5adb%2F2023-12-09%209.18.17.png?generation=1702081125918958&amp;alt=media\" alt=\"\"></p>\n<ul>\n<li>Result<ul>\n<li>CV 0.832, Public LB 0.783, Private LB 0.829 (CV best submission)</li>\n<li>split=StratifiedGroupKFold(k=5, y=sleep, group=series_id)</li></ul></li>\n</ul>\n<p>The details are provided in the articles for each specific part.</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/460276\" target=\"_blank\">model1: tomo's part</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459678\" target=\"_blank\">model2: shu's part</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459613\" target=\"_blank\">model3: chris' part</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459742\" target=\"_blank\">post-processing: youri's part</a></li>\n</ul>\n<p>Finally, I would like to express my gratitude for having the opportunity to work on this competition with such wonderful team members. Thank you!</p>",
      "rawMarkdown": "Thank you to the organizers of the contest for hosting such an interesting competition! We share our 9th place solution.\nteam member: @chris62, @shu421, @ymatioun, @tomo20180402\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2126876%2F38e25c55ee67973fa0b39146030e5adb%2F2023-12-09%209.18.17.png?generation=1702081125918958&alt=media)\n* Result\n    * CV 0.832, Public LB 0.783, Private LB 0.829 (CV best submission)\n    * split=StratifiedGroupKFold(k=5, y=sleep, group=series_id)\n\nThe details are provided in the articles for each specific part.\n* [model1: tomo's part](https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/460276)\n* [model2: shu's part](https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459678)\n* [model3: chris' part](https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459613)\n* [post-processing: youri's part](https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459742)\n\nFinally, I would like to express my gratitude for having the opportunity to work on this competition with such wonderful team members. Thank you!",
      "votes": 18
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "2554234": "Thank you to the organizers of the contest for hosting such an interesting competition! We share our 9th place solution.\nteam member: @chris62, @shu421, @ymatioun, @tomo20180402\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2126876%2F38e25c55ee67973fa0b39146030e5adb%2F2023-12-09%209.18.17.png?generation=1702081125918958&alt=media)\n* Result\n    * CV 0.832, Public LB 0.783, Private LB 0.829 (CV best submission)\n    * split=StratifiedGroupKFold(k=5, y=sleep, group=series_id)\n\nThe details are provided in the articles for each specific part.\n* [model1: tomo's part](https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/460276)\n* [model2: shu's part](https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459678)\n* [model3: chris' part](https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459613)\n* [post-processing: youri's part](https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459742)\n\nFinally, I would like to express my gratitude for having the opportunity to work on this competition with such wonderful team members. Thank you!"
  }
}