{
  "id": 460027,
  "title": "203 Place Solution for the Detect Sleep States Competition",
  "url": "/competitions/child-mind-institute-detect-sleep-states/discussion/460027",
  "author_name": "Ivan Aleksandrov",
  "post_date": "2023-12-07T14:00:37.259000",
  "votes": 6,
  "comment_count": 0,
  "views": 0,
  "content": "<h1>Overview of the Approach</h1>\n<p>It was interesting timeseries competition. I've tried many approaches, some works good, some not working.</p>\n<h1>Details of the submission</h1>\n<p>I want to notice a great notebooks and code by <a href=\"https://www.kaggle.com/tubotubo\" target=\"_blank\">@tubotubo</a>:</p>\n<ul>\n<li><a href=\"https://github.com/tubo213/kaggle-child-mind-institute-detect-sleep-states\" target=\"_blank\">https://github.com/tubo213/kaggle-child-mind-institute-detect-sleep-states</a></li>\n<li><a href=\"https://www.kaggle.com/code/tubotubo/cmi-code\" target=\"_blank\">https://www.kaggle.com/code/tubotubo/cmi-code</a></li>\n</ul>\n<p>My solution is neural network and postprocessing by peaks. I have had a silver submit, but not checked it ((</p>\n<h1>Not working</h1>\n<p>Boostings<br>\nTSFresh<br>\nBlending with public kernels</p>",
  "messages": [
    {
      "id": 2552490,
      "postDate": "2023-12-07T14:00:37.260Z",
      "content": "<h1>Overview of the Approach</h1>\n<p>It was interesting timeseries competition. I've tried many approaches, some works good, some not working.</p>\n<h1>Details of the submission</h1>\n<p>I want to notice a great notebooks and code by <a href=\"https://www.kaggle.com/tubotubo\" target=\"_blank\">@tubotubo</a>:</p>\n<ul>\n<li><a href=\"https://github.com/tubo213/kaggle-child-mind-institute-detect-sleep-states\" target=\"_blank\">https://github.com/tubo213/kaggle-child-mind-institute-detect-sleep-states</a></li>\n<li><a href=\"https://www.kaggle.com/code/tubotubo/cmi-code\" target=\"_blank\">https://www.kaggle.com/code/tubotubo/cmi-code</a></li>\n</ul>\n<p>My solution is neural network and postprocessing by peaks. I have had a silver submit, but not checked it ((</p>\n<h1>Not working</h1>\n<p>Boostings<br>\nTSFresh<br>\nBlending with public kernels</p>",
      "rawMarkdown": "# Overview of the Approach\nIt was interesting timeseries competition. I've tried many approaches, some works good, some not working.\n\n# Details of the submission\n\nI want to notice a great notebooks and code by @tubotubo:\n-  https://github.com/tubo213/kaggle-child-mind-institute-detect-sleep-states\n-  https://www.kaggle.com/code/tubotubo/cmi-code\n\nMy solution is neural network and postprocessing by peaks. I have had a silver submit, but not checked it ((\n\n# Not working\nBoostings\nTSFresh\nBlending with public kernels",
      "votes": 6
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "2552490": "# Overview of the Approach\nIt was interesting timeseries competition. I've tried many approaches, some works good, some not working.\n\n# Details of the submission\n\nI want to notice a great notebooks and code by @tubotubo:\n-  https://github.com/tubo213/kaggle-child-mind-institute-detect-sleep-states\n-  https://www.kaggle.com/code/tubotubo/cmi-code\n\nMy solution is neural network and postprocessing by peaks. I have had a silver submit, but not checked it ((\n\n# Not working\nBoostings\nTSFresh\nBlending with public kernels"
  }
}