{
  "id": 417605,
  "title": "Number of samples by participant ID",
  "url": "/competitions/asl-fingerspelling/discussion/417605",
  "author_name": "Siarhei T",
  "post_date": "2023-06-16T12:33:54.963000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hi guys! I have discovered that some participants have a substantially larger/lower amount of samples. Do you account for it before training the Neural Network or can NN handle these outliers?<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F12882365%2F3b7d55ceefa2eb08eb603487980013da%2Fdist.png?generation=1686918991820671&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": 2305084,
      "postDate": "2023-06-16T12:33:54.963Z",
      "content": "<p>Hi guys! I have discovered that some participants have a substantially larger/lower amount of samples. Do you account for it before training the Neural Network or can NN handle these outliers?<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F12882365%2F3b7d55ceefa2eb08eb603487980013da%2Fdist.png?generation=1686918991820671&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "Hi guys! I have discovered that some participants have a substantially larger/lower amount of samples. Do you account for it before training the Neural Network or can NN handle these outliers?\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F12882365%2F3b7d55ceefa2eb08eb603487980013da%2Fdist.png?generation=1686918991820671&alt=media)",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "2305084": "Hi guys! I have discovered that some participants have a substantially larger/lower amount of samples. Do you account for it before training the Neural Network or can NN handle these outliers?\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F12882365%2F3b7d55ceefa2eb08eb603487980013da%2Fdist.png?generation=1686918991820671&alt=media)"
  }
}