{
  "id": 598753,
  "title": "how to leverage demographic features?",
  "url": "/competitions/cmi-detect-behavior-with-sensor-data/discussion/598753",
  "author_name": "",
  "post_date": "2025-08-12T16:31:30.506751500Z",
  "votes": null,
  "comment_count": 6,
  "views": 0,
  "content": "<p>What is the best way to leverage demographic features based on the public best methods?<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3842406%2F0175531a51dd3a3c91084d7f02091c50%2Fdemograph.png?generation=1755016221771463&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": "3268233",
      "postDate": "08/12/2025 16:31:30",
      "content": "<p>What is the best way to leverage demographic features based on the public best methods?<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3842406%2F0175531a51dd3a3c91084d7f02091c50%2Fdemograph.png?generation=1755016221771463&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "What is the best way to leverage demographic features based on the public best methods?\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3842406%2F0175531a51dd3a3c91084d7f02091c50%2Fdemograph.png?generation=1755016221771463&alt=media)",
      "votes": null
    },
    {
      "id": "3268243",
      "postDate": "08/12/2025 16:59:28",
      "content": "<p>the best way seems to be not leveraging at all</p>",
      "rawMarkdown": "the best way seems to be not leveraging at all",
      "votes": null
    },
    {
      "id": "3268281",
      "postDate": "08/12/2025 17:36:34",
      "content": "<p>I didn't even glimpse demographic features. Too few subjects in train dataset to make it reasonable approach.</p>",
      "rawMarkdown": "I didn't even glimpse demographic features. Too few subjects in train dataset to make it reasonable approach.",
      "votes": null
    },
    {
      "id": "3268308",
      "postDate": "08/12/2025 17:53:21",
      "content": "<p>based on probing I think that there are some mistakes in the hidden test demo features</p>",
      "rawMarkdown": "based on probing I think that there are some mistakes in the hidden test demo features",
      "votes": null
    },
    {
      "id": "3268313",
      "postDate": "08/12/2025 17:56:27",
      "content": "<p>what kind, can you elaborate?</p>",
      "rawMarkdown": "what kind, can you elaborate?",
      "votes": null
    },
    {
      "id": "3268331",
      "postDate": "08/12/2025 18:07:03",
      "content": "<p>I will be honest and say that am not willing to share it currently because it might be important and I couldn't benefit from it yet</p>",
      "rawMarkdown": "I will be honest and say that am not willing to share it currently because it might be important and I couldn't benefit from it yet",
      "votes": null
    },
    {
      "id": "3268339",
      "postDate": "08/12/2025 18:12:14",
      "content": "<p>I think the adult-child group is definitely worth considering, at least for the group fold!?</p>",
      "rawMarkdown": "I think the adult-child group is definitely worth considering, at least for the group fold!?",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3268243,
      "author_name": "celiker",
      "author_url": "",
      "post_date": "08/12/2025 16:59:28",
      "content": "<p>the best way seems to be not leveraging at all</p>",
      "votes": null,
      "replies": [
        {
          "id": 3268281,
          "author_name": "ogurtsov",
          "author_url": "",
          "post_date": "08/12/2025 17:36:34",
          "content": "<p>I didn't even glimpse demographic features. Too few subjects in train dataset to make it reasonable approach.</p>",
          "votes": null,
          "replies": [
            {
              "id": 3268308,
              "author_name": "tahaalshatiri",
              "author_url": "",
              "post_date": "08/12/2025 17:53:21",
              "content": "<p>based on probing I think that there are some mistakes in the hidden test demo features</p>",
              "votes": null,
              "replies": [
                {
                  "id": 3268313,
                  "author_name": "celiker",
                  "author_url": "",
                  "post_date": "08/12/2025 17:56:27",
                  "content": "<p>what kind, can you elaborate?</p>",
                  "votes": null,
                  "replies": [
                    {
                      "id": 3268331,
                      "author_name": "tahaalshatiri",
                      "author_url": "",
                      "post_date": "08/12/2025 18:07:03",
                      "content": "<p>I will be honest and say that am not willing to share it currently because it might be important and I couldn't benefit from it yet</p>",
                      "votes": null,
                      "replies": []
                    }
                  ]
                }
              ]
            },
            {
              "id": 3268339,
              "author_name": "jamalsaeedi",
              "author_url": "",
              "post_date": "08/12/2025 18:12:14",
              "content": "<p>I think the adult-child group is definitely worth considering, at least for the group fold!?</p>",
              "votes": null,
              "replies": []
            }
          ]
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "3268233": "What is the best way to leverage demographic features based on the public best methods?\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3842406%2F0175531a51dd3a3c91084d7f02091c50%2Fdemograph.png?generation=1755016221771463&alt=media)",
    "3268243": "the best way seems to be not leveraging at all",
    "3268281": "I didn't even glimpse demographic features. Too few subjects in train dataset to make it reasonable approach.",
    "3268308": "based on probing I think that there are some mistakes in the hidden test demo features",
    "3268313": "what kind, can you elaborate?",
    "3268331": "I will be honest and say that am not willing to share it currently because it might be important and I couldn't benefit from it yet",
    "3268339": "I think the adult-child group is definitely worth considering, at least for the group fold!?"
  },
  "source": "meta"
}