{
  "id": 148338,
  "title": "Understanding the Metric (QWK): Links",
  "url": "/competitions/prostate-cancer-grade-assessment/discussion/148338",
  "author_name": "Sanyam Bhutani",
  "post_date": "2020-05-04T01:43:50.898000",
  "votes": 2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hi All, </p>\n\n<p>Here a few links from earlier comps/kernels that I had found useful to understand the metric:</p>\n\n<ul>\n<li><a href=\"https://www.kaggle.com/aroraaman/quadratic-kappa-metric-explained-in-5-simple-steps\">Quadratic Kappa Metric explained in 5 simple steps</a></li>\n<li><a href=\"https://www.kaggle.com/c/data-science-bowl-2019/discussion/114133#latest-656783\">Fast QWK Computation</a> (Has links to 2 implementations)</li>\n<li><a href=\"https://www.kaggle.com/c/data-science-bowl-2019/discussion/114539\">Beginner: Quadratic Weighted Kappa explained with example</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-adoption-prediction/discussion/76106\">Quadratic Weighted Kappa</a></li>\n</ul>\n\n<p>IMO, anyone of the links would suffice by itself to help you understand. </p>",
  "messages": [
    {
      "id": 832229,
      "postDate": "2020-05-04T01:43:50.900Z",
      "content": "<p>Hi All, </p>\n\n<p>Here a few links from earlier comps/kernels that I had found useful to understand the metric:</p>\n\n<ul>\n<li><a href=\"https://www.kaggle.com/aroraaman/quadratic-kappa-metric-explained-in-5-simple-steps\">Quadratic Kappa Metric explained in 5 simple steps</a></li>\n<li><a href=\"https://www.kaggle.com/c/data-science-bowl-2019/discussion/114133#latest-656783\">Fast QWK Computation</a> (Has links to 2 implementations)</li>\n<li><a href=\"https://www.kaggle.com/c/data-science-bowl-2019/discussion/114539\">Beginner: Quadratic Weighted Kappa explained with example</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-adoption-prediction/discussion/76106\">Quadratic Weighted Kappa</a></li>\n</ul>\n\n<p>IMO, anyone of the links would suffice by itself to help you understand. </p>",
      "rawMarkdown": "Hi All, \n\nHere a few links from earlier comps/kernels that I had found useful to understand the metric:\n\n- [Quadratic Kappa Metric explained in 5 simple steps](https://www.kaggle.com/aroraaman/quadratic-kappa-metric-explained-in-5-simple-steps)\n- [Fast QWK Computation](https://www.kaggle.com/c/data-science-bowl-2019/discussion/114133#latest-656783) (Has links to 2 implementations)\n- [Beginner: Quadratic Weighted Kappa explained with example](https://www.kaggle.com/c/data-science-bowl-2019/discussion/114539)\n- [Quadratic Weighted Kappa](https://www.kaggle.com/c/petfinder-adoption-prediction/discussion/76106)\n\nIMO, anyone of the links would suffice by itself to help you understand. \n",
      "votes": 1
    },
    {
      "id": 832253,
      "postDate": "2020-05-04T02:14:31.873Z",
      "content": "<p>Thanks for sharing!</p>",
      "rawMarkdown": "Thanks for sharing!"
    }
  ],
  "comments": [
    {
      "id": 832253,
      "author_name": "Kurian Benoy",
      "author_url": "",
      "post_date": "2020-05-04T02:14:31.873000",
      "content": "<p>Thanks for sharing!</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "832229": "Hi All, \n\nHere a few links from earlier comps/kernels that I had found useful to understand the metric:\n\n- [Quadratic Kappa Metric explained in 5 simple steps](https://www.kaggle.com/aroraaman/quadratic-kappa-metric-explained-in-5-simple-steps)\n- [Fast QWK Computation](https://www.kaggle.com/c/data-science-bowl-2019/discussion/114133#latest-656783) (Has links to 2 implementations)\n- [Beginner: Quadratic Weighted Kappa explained with example](https://www.kaggle.com/c/data-science-bowl-2019/discussion/114539)\n- [Quadratic Weighted Kappa](https://www.kaggle.com/c/petfinder-adoption-prediction/discussion/76106)\n\nIMO, anyone of the links would suffice by itself to help you understand. \n",
    "832253": "Thanks for sharing!"
  }
}