{
  "id": 475816,
  "title": "pre-processing",
  "url": "/competitions/hms-harmful-brain-activity-classification/discussion/475816",
  "author_name": "",
  "post_date": "2024-02-10T00:15:10.471468200Z",
  "votes": 6,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I'm going to see how better pre-processing can improve the raw time series prediction performance. <a href=\"https://www.frontiersin.org/articles/10.3389/fninf.2015.00016/full\" target=\"_blank\">https://www.frontiersin.org/articles/10.3389/fninf.2015.00016/full</a></p>",
  "messages": [
    {
      "id": "2645097",
      "postDate": "02/10/2024 00:15:10",
      "content": "<p>I'm going to see how better pre-processing can improve the raw time series prediction performance. <a href=\"https://www.frontiersin.org/articles/10.3389/fninf.2015.00016/full\" target=\"_blank\">https://www.frontiersin.org/articles/10.3389/fninf.2015.00016/full</a></p>",
      "rawMarkdown": "I'm going to see how better pre-processing can improve the raw time series prediction performance. https://www.frontiersin.org/articles/10.3389/fninf.2015.00016/full",
      "votes": null
    },
    {
      "id": "2651093",
      "postDate": "02/13/2024 23:01:49",
      "content": "<p>I investigated using pyprep to look for \"bad channels\". Then I deleted those channels and looked at the performance. It's not improved at all. I suspect that pyprep uses a generic method for looking for bad channels that is not specific to epilepsy. </p>",
      "rawMarkdown": "I investigated using pyprep to look for \"bad channels\". Then I deleted those channels and looked at the performance. It's not improved at all. I suspect that pyprep uses a generic method for looking for bad channels that is not specific to epilepsy.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2651093,
      "author_name": "ajenningsfrankston",
      "author_url": "",
      "post_date": "02/13/2024 23:01:49",
      "content": "<p>I investigated using pyprep to look for \"bad channels\". Then I deleted those channels and looked at the performance. It's not improved at all. I suspect that pyprep uses a generic method for looking for bad channels that is not specific to epilepsy. </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2645097": "I'm going to see how better pre-processing can improve the raw time series prediction performance. https://www.frontiersin.org/articles/10.3389/fninf.2015.00016/full",
    "2651093": "I investigated using pyprep to look for \"bad channels\". Then I deleted those channels and looked at the performance. It's not improved at all. I suspect that pyprep uses a generic method for looking for bad channels that is not specific to epilepsy."
  },
  "source": "meta"
}