{
  "id": 680038,
  "title": "1.0000 score",
  "url": "/competitions/cyber-physical-anomaly-detection-for-der-systems/discussion/680038",
  "author_name": "",
  "post_date": "2026-03-05T13:28:37.404174500Z",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Dear competition host. Pls check provided data. Training model without id column gives 78.6+ score, training the same model with id column gives 1.0000 score.\nAlso why to add so many empty columns and dublicates? </p>",
  "messages": [
    {
      "id": "3417470",
      "postDate": "03/05/2026 13:28:37",
      "content": "<p>Dear competition host. Pls check provided data. Training model without id column gives 78.6+ score, training the same model with id column gives 1.0000 score.\nAlso why to add so many empty columns and dublicates? </p>",
      "rawMarkdown": "Dear competition host. Pls check provided data. Training model without id column gives 78.6+ score, training the same model with id column gives 1.0000 score.\nAlso why to add so many empty columns and dublicates?",
      "votes": null
    },
    {
      "id": "3417482",
      "postDate": "03/05/2026 13:48:15",
      "content": "<p>Hi Nadiia, sorry about the dataset issues, we have identified the id column and other possible data leakage issues and will update the dataset soon. The way we generate the data is very new so we expected some issues so we thank you for your comment and will be fixing any issue that arises; sorry again for the inconvenience. The columns represent the data points that a device like this would have according to a standard but some of them are empty due to the state of the device or to prevent data leakage; we left the columns to represent the type of data that you would get from scanning a device with this standard.</p>",
      "rawMarkdown": "Hi Nadiia, sorry about the dataset issues, we have identified the id column and other possible data leakage issues and will update the dataset soon. The way we generate the data is very new so we expected some issues so we thank you for your comment and will be fixing any issue that arises; sorry again for the inconvenience. The columns represent the data points that a device like this would have according to a standard but some of them are empty due to the state of the device or to prevent data leakage; we left the columns to represent the type of data that you would get from scanning a device with this standard.",
      "votes": null
    },
    {
      "id": "3417543",
      "postDate": "03/05/2026 16:31:37",
      "content": "<p><a href=\"https://www.kaggle.com/codebynadiia\" target=\"_blank\">@codebynadiia</a> the dataset has been updated <a href=\"https://www.kaggle.com/competitions/cyber-physical-anomaly-detection-for-der-systems/discussion/680068\" target=\"_blank\">https://www.kaggle.com/competitions/cyber-physical-anomaly-detection-for-der-systems/discussion/680068</a></p>",
      "rawMarkdown": "codebynadiia the dataset has been updated https://www.kaggle.com/competitions/cyber-physical-anomaly-detection-for-der-systems/discussion/680068",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3417482,
      "author_name": "jpinedaa",
      "author_url": "",
      "post_date": "03/05/2026 13:48:15",
      "content": "<p>Hi Nadiia, sorry about the dataset issues, we have identified the id column and other possible data leakage issues and will update the dataset soon. The way we generate the data is very new so we expected some issues so we thank you for your comment and will be fixing any issue that arises; sorry again for the inconvenience. The columns represent the data points that a device like this would have according to a standard but some of them are empty due to the state of the device or to prevent data leakage; we left the columns to represent the type of data that you would get from scanning a device with this standard.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 3417543,
      "author_name": "jpinedaa",
      "author_url": "",
      "post_date": "03/05/2026 16:31:37",
      "content": "<p><a href=\"https://www.kaggle.com/codebynadiia\" target=\"_blank\">@codebynadiia</a> the dataset has been updated <a href=\"https://www.kaggle.com/competitions/cyber-physical-anomaly-detection-for-der-systems/discussion/680068\" target=\"_blank\">https://www.kaggle.com/competitions/cyber-physical-anomaly-detection-for-der-systems/discussion/680068</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3417470": "Dear competition host. Pls check provided data. Training model without id column gives 78.6+ score, training the same model with id column gives 1.0000 score.\nAlso why to add so many empty columns and dublicates?",
    "3417482": "Hi Nadiia, sorry about the dataset issues, we have identified the id column and other possible data leakage issues and will update the dataset soon. The way we generate the data is very new so we expected some issues so we thank you for your comment and will be fixing any issue that arises; sorry again for the inconvenience. The columns represent the data points that a device like this would have according to a standard but some of them are empty due to the state of the device or to prevent data leakage; we left the columns to represent the type of data that you would get from scanning a device with this standard.",
    "3417543": "codebynadiia the dataset has been updated https://www.kaggle.com/competitions/cyber-physical-anomaly-detection-for-der-systems/discussion/680068"
  },
  "source": "meta"
}