{
  "id": 568692,
  "title": "# of samples per class - visualization (Claude Artifact)",
  "url": "/competitions/birdclef-2025/discussion/568692",
  "author_name": "",
  "post_date": "2025-03-17T12:17:51.384236Z",
  "votes": 3,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I tried to visualize number of samples per class. So many classes have very few recordings. </p>\n<p><a href=\"https://claude.site/artifacts/7fe33da1-de97-4a9e-8e36-0b1e52c6fe24\" target=\"_blank\">https://claude.site/artifacts/7fe33da1-de97-4a9e-8e36-0b1e52c6fe24</a></p>\n<p>I excluded classes where we have more 100 samples. </p>",
  "messages": [
    {
      "id": "3152091",
      "postDate": "03/17/2025 12:17:51",
      "content": "<p>I tried to visualize number of samples per class. So many classes have very few recordings. </p>\n<p><a href=\"https://claude.site/artifacts/7fe33da1-de97-4a9e-8e36-0b1e52c6fe24\" target=\"_blank\">https://claude.site/artifacts/7fe33da1-de97-4a9e-8e36-0b1e52c6fe24</a></p>\n<p>I excluded classes where we have more 100 samples. </p>",
      "rawMarkdown": "I tried to visualize number of samples per class. So many classes have very few recordings. \n\n[https://claude.site/artifacts/7fe33da1-de97-4a9e-8e36-0b1e52c6fe24](https://claude.site/artifacts/7fe33da1-de97-4a9e-8e36-0b1e52c6fe24)\n\nI excluded classes where we have more 100 samples.",
      "votes": null
    },
    {
      "id": "3181799",
      "postDate": "04/18/2025 11:05:30",
      "content": "<p>Although the detailed overview beneath the bar plot appears to be valid, the bar plot itself as well as the reported metrics use very confusing wording. It is reported that 4 \"classes\" have less than 5 samples, whereas \"classes\" here seems to refer to \"unique amounts of samples per class\". More specifically, there are 30 class <em>labels</em> with less than 5 samples, but these are divided into \"2 samples per class\", \"3 samples per class\", \"4 samples per class\" and \"5 samples per class\" yielding 4 \"categories\" which are used to construct the bar plot.</p>",
      "rawMarkdown": "Although the detailed overview beneath the bar plot appears to be valid, the bar plot itself as well as the reported metrics use very confusing wording. It is reported that 4 \"classes\" have less than 5 samples, whereas \"classes\" here seems to refer to \"unique amounts of samples per class\". More specifically, there are 30 class *labels* with less than 5 samples, but these are divided into \"2 samples per class\", \"3 samples per class\", \"4 samples per class\" and \"5 samples per class\" yielding 4 \"categories\" which are used to construct the bar plot.",
      "votes": null
    },
    {
      "id": "3181858",
      "postDate": "04/18/2025 12:33:31",
      "content": "<p>I agree with confusing wording. I realized it after I published and there's no way to edit this thing :(   what a bummer … unless I create a new one. </p>\n<p>\"Classes with 1-5 samples (4 classes)\"   =&gt;  \"Species with 1-5 samples\"  <br>\n\"Classes with 6-10 samples (3 classes)\" =&gt;  \"Species with 6-10 samples\"<br>\nand so on…</p>",
      "rawMarkdown": "I agree with confusing wording. I realized it after I published and there's no way to edit this thing :(   what a bummer ... unless I create a new one. \n\n\"Classes with 1-5 samples (4 classes)\"   =>  \"Species with 1-5 samples\"  \n\"Classes with 6-10 samples (3 classes)\" =>  \"Species with 6-10 samples\"\nand so on...",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3181799,
      "author_name": "luukkornegoor",
      "author_url": "",
      "post_date": "04/18/2025 11:05:30",
      "content": "<p>Although the detailed overview beneath the bar plot appears to be valid, the bar plot itself as well as the reported metrics use very confusing wording. It is reported that 4 \"classes\" have less than 5 samples, whereas \"classes\" here seems to refer to \"unique amounts of samples per class\". More specifically, there are 30 class <em>labels</em> with less than 5 samples, but these are divided into \"2 samples per class\", \"3 samples per class\", \"4 samples per class\" and \"5 samples per class\" yielding 4 \"categories\" which are used to construct the bar plot.</p>",
      "votes": null,
      "replies": [
        {
          "id": 3181858,
          "author_name": "rashmibanthia",
          "author_url": "",
          "post_date": "04/18/2025 12:33:31",
          "content": "<p>I agree with confusing wording. I realized it after I published and there's no way to edit this thing :(   what a bummer … unless I create a new one. </p>\n<p>\"Classes with 1-5 samples (4 classes)\"   =&gt;  \"Species with 1-5 samples\"  <br>\n\"Classes with 6-10 samples (3 classes)\" =&gt;  \"Species with 6-10 samples\"<br>\nand so on…</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "3152091": "I tried to visualize number of samples per class. So many classes have very few recordings. \n\n[https://claude.site/artifacts/7fe33da1-de97-4a9e-8e36-0b1e52c6fe24](https://claude.site/artifacts/7fe33da1-de97-4a9e-8e36-0b1e52c6fe24)\n\nI excluded classes where we have more 100 samples.",
    "3181799": "Although the detailed overview beneath the bar plot appears to be valid, the bar plot itself as well as the reported metrics use very confusing wording. It is reported that 4 \"classes\" have less than 5 samples, whereas \"classes\" here seems to refer to \"unique amounts of samples per class\". More specifically, there are 30 class *labels* with less than 5 samples, but these are divided into \"2 samples per class\", \"3 samples per class\", \"4 samples per class\" and \"5 samples per class\" yielding 4 \"categories\" which are used to construct the bar plot.",
    "3181858": "I agree with confusing wording. I realized it after I published and there's no way to edit this thing :(   what a bummer ... unless I create a new one. \n\n\"Classes with 1-5 samples (4 classes)\"   =>  \"Species with 1-5 samples\"  \n\"Classes with 6-10 samples (3 classes)\" =>  \"Species with 6-10 samples\"\nand so on..."
  },
  "source": "meta"
}