{
  "id": 568697,
  "title": "How to predict ?",
  "url": "/competitions/birdclef-2025/discussion/568697",
  "author_name": "",
  "post_date": "2025-03-17T12:55:59.403504400Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>We are predicting bird sounds from the audio files stored in <code>train_audio</code>, and for each audio file, we have a corresponding entry in <code>train_soundscapes</code> to calculate the score. Is that correct? If so, how can we predict the values in the specific dataframe?</p>",
  "messages": [
    {
      "id": "3152112",
      "postDate": "03/17/2025 12:55:59",
      "content": "<p>We are predicting bird sounds from the audio files stored in <code>train_audio</code>, and for each audio file, we have a corresponding entry in <code>train_soundscapes</code> to calculate the score. Is that correct? If so, how can we predict the values in the specific dataframe?</p>",
      "rawMarkdown": "We are predicting bird sounds from the audio files stored in `train_audio`, and for each audio file, we have a corresponding entry in `train_soundscapes` to calculate the score. Is that correct? If so, how can we predict the values in the specific dataframe?",
      "votes": null
    },
    {
      "id": "3154166",
      "postDate": "03/19/2025 15:43:52",
      "content": "<p>Not correct.  No corresponding entry..    The train_soundscapes are unlabeled data that is similiar to the test_soundscapes.  It's there to help you understand if your model can predict on soundscapes at 5 second increments - might also useful for additional training data IF you believe your model is doing a great job of predicting.</p>",
      "rawMarkdown": "Not correct.  No corresponding entry..    The train_soundscapes are unlabeled data that is similiar to the test_soundscapes.  It's there to help you understand if your model can predict on soundscapes at 5 second increments - might also useful for additional training data IF you believe your model is doing a great job of predicting.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3154166,
      "author_name": "pcjimmmy",
      "author_url": "",
      "post_date": "03/19/2025 15:43:52",
      "content": "<p>Not correct.  No corresponding entry..    The train_soundscapes are unlabeled data that is similiar to the test_soundscapes.  It's there to help you understand if your model can predict on soundscapes at 5 second increments - might also useful for additional training data IF you believe your model is doing a great job of predicting.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3152112": "We are predicting bird sounds from the audio files stored in `train_audio`, and for each audio file, we have a corresponding entry in `train_soundscapes` to calculate the score. Is that correct? If so, how can we predict the values in the specific dataframe?",
    "3154166": "Not correct.  No corresponding entry..    The train_soundscapes are unlabeled data that is similiar to the test_soundscapes.  It's there to help you understand if your model can predict on soundscapes at 5 second increments - might also useful for additional training data IF you believe your model is doing a great job of predicting."
  },
  "source": "meta"
}