{
  "id": 71911,
  "title": "Threshold for F1 Score?",
  "url": "/competitions/quora-insincere-questions-classification/discussion/71911",
  "author_name": "",
  "post_date": "2018-11-18T02:25:18.721816800Z",
  "votes": 2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I thought that typically the threshold used would be &gt;=0.5, is there a standard way fo choosing a threshold or is iterating through various thresholds to check F1 the only way?</p>",
  "messages": [
    {
      "id": "423359",
      "postDate": "11/18/2018 02:25:18",
      "content": "<p>I thought that typically the threshold used would be &gt;=0.5, is there a standard way fo choosing a threshold or is iterating through various thresholds to check F1 the only way?</p>",
      "rawMarkdown": "I thought that typically the threshold used would be &gt;=0.5, is there a standard way fo choosing a threshold or is iterating through various thresholds to check F1 the only way?",
      "votes": null
    },
    {
      "id": "423944",
      "postDate": "11/19/2018 10:02:51",
      "content": "<p>I reckon the easiest way is to iterate over various thresholds checking F1-score. If you want to spend more time maybie this papper (<a href=\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4442797/\">https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4442797/</a>) might help.</p>",
      "rawMarkdown": "I reckon the easiest way is to iterate over various thresholds checking F1-score. If you want to spend more time maybie this papper (https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4442797/) might help.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 423944,
      "author_name": "cayala",
      "author_url": "",
      "post_date": "11/19/2018 10:02:51",
      "content": "<p>I reckon the easiest way is to iterate over various thresholds checking F1-score. If you want to spend more time maybie this papper (<a href=\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4442797/\">https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4442797/</a>) might help.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "423359": "I thought that typically the threshold used would be &gt;=0.5, is there a standard way fo choosing a threshold or is iterating through various thresholds to check F1 the only way?",
    "423944": "I reckon the easiest way is to iterate over various thresholds checking F1-score. If you want to spend more time maybie this papper (https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4442797/) might help."
  },
  "source": "meta"
}