{
  "id": 72505,
  "title": "How exactly is the overall F1-score for this contest being evaluated?",
  "url": "/competitions/quora-insincere-questions-classification/discussion/72505",
  "author_name": "",
  "post_date": "2018-11-24T00:06:56.323822Z",
  "votes": 1,
  "comment_count": 4,
  "views": 0,
  "content": "<p>I am curious to know how exactly the overall F1 score evaluation is being done for this contest. Is it micro, macro or any other? Can anybody enlighten me here?</p>",
  "messages": [
    {
      "id": "426824",
      "postDate": "11/24/2018 00:06:56",
      "content": "<p>I am curious to know how exactly the overall F1 score evaluation is being done for this contest. Is it micro, macro or any other? Can anybody enlighten me here?</p>",
      "rawMarkdown": "I am curious to know how exactly the overall F1 score evaluation is being done for this contest. Is it micro, macro or any other? Can anybody enlighten me here?",
      "votes": null
    },
    {
      "id": "426905",
      "postDate": "11/24/2018 05:13:33",
      "content": "<p>I think micro and macro makes sense when it is multi-class classification problem. But here it is a binary classification problem.</p>",
      "rawMarkdown": "I think micro and macro makes sense when it is multi-class classification problem. But here it is a binary classification problem.",
      "votes": null
    },
    {
      "id": "427139",
      "postDate": "11/24/2018 17:55:50",
      "content": "<p>Hmm so is it like only looking at the f1 score of the \"insincere\" class?</p>",
      "rawMarkdown": "Hmm so is it like only looking at the f1 score of the \"insincere\" class?",
      "votes": null
    },
    {
      "id": "427160",
      "postDate": "11/24/2018 19:21:49",
      "content": "<p>Yes</p>",
      "rawMarkdown": "Yes",
      "votes": null
    },
    {
      "id": "427636",
      "postDate": "11/25/2018 22:25:59",
      "content": "<p>f1_score(y_test, np.round(predicted_test),average=None)[1]</p>\n\n<p>is exactly counting the number of insincere quenstions are right guessed</p>",
      "rawMarkdown": "f1_score(y_test, np.round(predicted_test),average=None)[1]\n\nis exactly counting the number of insincere quenstions are right guessed",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 426905,
      "author_name": "suchith0312",
      "author_url": "",
      "post_date": "11/24/2018 05:13:33",
      "content": "<p>I think micro and macro makes sense when it is multi-class classification problem. But here it is a binary classification problem.</p>",
      "votes": null,
      "replies": [
        {
          "id": 427139,
          "author_name": "asif31iqbal",
          "author_url": "",
          "post_date": "11/24/2018 17:55:50",
          "content": "<p>Hmm so is it like only looking at the f1 score of the \"insincere\" class?</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 427160,
          "author_name": "suchith0312",
          "author_url": "",
          "post_date": "11/24/2018 19:21:49",
          "content": "<p>Yes</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 427636,
      "author_name": "plarmuseau",
      "author_url": "",
      "post_date": "11/25/2018 22:25:59",
      "content": "<p>f1_score(y_test, np.round(predicted_test),average=None)[1]</p>\n\n<p>is exactly counting the number of insincere quenstions are right guessed</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "426824": "I am curious to know how exactly the overall F1 score evaluation is being done for this contest. Is it micro, macro or any other? Can anybody enlighten me here?",
    "426905": "I think micro and macro makes sense when it is multi-class classification problem. But here it is a binary classification problem.",
    "427139": "Hmm so is it like only looking at the f1 score of the \"insincere\" class?",
    "427160": "Yes",
    "427636": "f1_score(y_test, np.round(predicted_test),average=None)[1]\n\nis exactly counting the number of insincere quenstions are right guessed"
  },
  "source": "meta"
}