{
  "id": 559534,
  "title": "F-beta Metric + CCA Incorporated into Baseline Notebook",
  "url": "/competitions/czii-cryo-et-object-identification/discussion/559534",
  "author_name": "",
  "post_date": "2025-01-26T09:49:08.692133900Z",
  "votes": 3,
  "comment_count": 1,
  "views": 0,
  "content": "<p>In this modification to the baseline work, I added in the F-beta metric, and connected component analysis into the training pipeline. So this score should be identical to your submission score. Mostly built on top of other works. Hope this work will help you better capture model performance.</p>\n<p><a href=\"https://www.kaggle.com/code/laodriverayu/more-than-baseline-unet-training-f-beta-metric\" target=\"_blank\">https://www.kaggle.com/code/laodriverayu/more-than-baseline-unet-training-f-beta-metric</a></p>",
  "messages": [
    {
      "id": "3107313",
      "postDate": "01/26/2025 09:49:08",
      "content": "<p>In this modification to the baseline work, I added in the F-beta metric, and connected component analysis into the training pipeline. So this score should be identical to your submission score. Mostly built on top of other works. Hope this work will help you better capture model performance.</p>\n<p><a href=\"https://www.kaggle.com/code/laodriverayu/more-than-baseline-unet-training-f-beta-metric\" target=\"_blank\">https://www.kaggle.com/code/laodriverayu/more-than-baseline-unet-training-f-beta-metric</a></p>",
      "rawMarkdown": "In this modification to the baseline work, I added in the F-beta metric, and connected component analysis into the training pipeline. So this score should be identical to your submission score. Mostly built on top of other works. Hope this work will help you better capture model performance.\n\nhttps://www.kaggle.com/code/laodriverayu/more-than-baseline-unet-training-f-beta-metric",
      "votes": null
    },
    {
      "id": "3107423",
      "postDate": "01/26/2025 11:35:15",
      "content": "<p>Good addition, thank you for sharing!</p>",
      "rawMarkdown": "Good addition, thank you for sharing!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3107423,
      "author_name": "snnclsr",
      "author_url": "",
      "post_date": "01/26/2025 11:35:15",
      "content": "<p>Good addition, thank you for sharing!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3107313": "In this modification to the baseline work, I added in the F-beta metric, and connected component analysis into the training pipeline. So this score should be identical to your submission score. Mostly built on top of other works. Hope this work will help you better capture model performance.\n\nhttps://www.kaggle.com/code/laodriverayu/more-than-baseline-unet-training-f-beta-metric",
    "3107423": "Good addition, thank you for sharing!"
  },
  "source": "meta"
}