{
  "id": 575426,
  "title": "Individual folds vs averaging",
  "url": "/competitions/birdclef-2025/discussion/575426",
  "author_name": "stefanoclss",
  "post_date": "2025-04-28T14:56:08.484000",
  "votes": 0,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Currently,  I have 2 pipelines, each trained slightly differently:</p>\n<p>Model 1:<br>\nAVG(fold_0,fold_1,…,fold_4) -&gt; score: 0.798<br>\nfold_0 score: 0.791<br>\nfold_1 score:  0.780</p>\n<p>Model 2:<br>\nAVG(fold_0,fold_1,…,fold_4) -&gt; score: 0.819<br>\nfold_0 score: 0.784<br>\nfold_1 score:  0.776</p>\n<p>I will maybe try more folds tomorrow, Is anyone experiencing the same?</p>",
  "messages": [
    {
      "id": 3188973,
      "postDate": "2025-04-28T14:56:08.483Z",
      "content": "<p>Currently,  I have 2 pipelines, each trained slightly differently:</p>\n<p>Model 1:<br>\nAVG(fold_0,fold_1,…,fold_4) -&gt; score: 0.798<br>\nfold_0 score: 0.791<br>\nfold_1 score:  0.780</p>\n<p>Model 2:<br>\nAVG(fold_0,fold_1,…,fold_4) -&gt; score: 0.819<br>\nfold_0 score: 0.784<br>\nfold_1 score:  0.776</p>\n<p>I will maybe try more folds tomorrow, Is anyone experiencing the same?</p>",
      "rawMarkdown": "Currently,  I have 2 pipelines, each trained slightly differently:\n\nModel 1:\nAVG(fold_0,fold_1,...,fold_4) -> score: 0.798\nfold_0 score: 0.791\nfold_1 score:  0.780\n\nModel 2:\nAVG(fold_0,fold_1,...,fold_4) -> score: 0.819\nfold_0 score: 0.784\nfold_1 score:  0.776\n\nI will maybe try more folds tomorrow, Is anyone experiencing the same?\n\n"
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "3188973": "Currently,  I have 2 pipelines, each trained slightly differently:\n\nModel 1:\nAVG(fold_0,fold_1,...,fold_4) -> score: 0.798\nfold_0 score: 0.791\nfold_1 score:  0.780\n\nModel 2:\nAVG(fold_0,fold_1,...,fold_4) -> score: 0.819\nfold_0 score: 0.784\nfold_1 score:  0.776\n\nI will maybe try more folds tomorrow, Is anyone experiencing the same?\n\n"
  }
}