{
  "id": 347992,
  "title": "Ultra Fast Adversarial Validation combined with SHAP Importance.",
  "url": "/competitions/amex-default-prediction/discussion/347992",
  "author_name": "",
  "post_date": "2022-08-26T08:35:31.773087300Z",
  "votes": 14,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hi all,</p>\n<p>Something that has worked well for me in this competition was adversarial validation combined with shap feature importance, but as I created too many features I had to find a way to do it quickly. I am sharing the class I've used, hopefully someone will find the idea useful as well in next competitions.</p>\n<p><a href=\"https://www.kaggle.com/code/pabuoro/amex-ultra-fast-adversarial-validation-shap\" target=\"_blank\">https://www.kaggle.com/code/pabuoro/amex-ultra-fast-adversarial-validation-shap</a></p>\n<p>Regards</p>",
  "messages": [
    {
      "id": "1914628",
      "postDate": "08/26/2022 08:35:31",
      "content": "<p>Hi all,</p>\n<p>Something that has worked well for me in this competition was adversarial validation combined with shap feature importance, but as I created too many features I had to find a way to do it quickly. I am sharing the class I've used, hopefully someone will find the idea useful as well in next competitions.</p>\n<p><a href=\"https://www.kaggle.com/code/pabuoro/amex-ultra-fast-adversarial-validation-shap\" target=\"_blank\">https://www.kaggle.com/code/pabuoro/amex-ultra-fast-adversarial-validation-shap</a></p>\n<p>Regards</p>",
      "rawMarkdown": "Hi all,\n\nSomething that has worked well for me in this competition was adversarial validation combined with shap feature importance, but as I created too many features I had to find a way to do it quickly. I am sharing the class I've used, hopefully someone will find the idea useful as well in next competitions.\n\nhttps://www.kaggle.com/code/pabuoro/amex-ultra-fast-adversarial-validation-shap\n\nRegards",
      "votes": null
    },
    {
      "id": "1914729",
      "postDate": "08/26/2022 11:10:10",
      "content": "<p>Thanks <a href=\"https://www.kaggle.com/pabuoro\" target=\"_blank\">@pabuoro</a>. Try to use/adapt the class you created in your notebook in future competitions. Upvoted. Congrats for your great work</p>",
      "rawMarkdown": "Thanks @pabuoro. Try to use/adapt the class you created in your notebook in future competitions. Upvoted. Congrats for your great work",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1914729,
      "author_name": "clacflores",
      "author_url": "",
      "post_date": "08/26/2022 11:10:10",
      "content": "<p>Thanks <a href=\"https://www.kaggle.com/pabuoro\" target=\"_blank\">@pabuoro</a>. Try to use/adapt the class you created in your notebook in future competitions. Upvoted. Congrats for your great work</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1914628": "Hi all,\n\nSomething that has worked well for me in this competition was adversarial validation combined with shap feature importance, but as I created too many features I had to find a way to do it quickly. I am sharing the class I've used, hopefully someone will find the idea useful as well in next competitions.\n\nhttps://www.kaggle.com/code/pabuoro/amex-ultra-fast-adversarial-validation-shap\n\nRegards",
    "1914729": "Thanks @pabuoro. Try to use/adapt the class you created in your notebook in future competitions. Upvoted. Congrats for your great work"
  },
  "source": "meta"
}