{
  "id": 341227,
  "title": "Ensemble OOF 101",
  "url": "/competitions/amex-default-prediction/discussion/341227",
  "author_name": "Noir.s",
  "post_date": "2022-08-01T22:07:39.880000",
  "votes": 11,
  "comment_count": 0,
  "views": 0,
  "content": "<p>As we approach the end of the competition, I'm sure we are all trying to get our ducks (models) in a row. I have explored some basic ensembling techniques in the notebook linked below</p>\n<p><a href=\"https://www.kaggle.com/code/illidan7/amex-ensemble-oof-101/notebook\" target=\"_blank\">https://www.kaggle.com/code/illidan7/amex-ensemble-oof-101/notebook</a></p>\n<p>The following techniques are shown in the notebook:</p>\n<ol>\n<li>Simple Averaging</li>\n<li>Weighted Averaging</li>\n<li>Rank Averaging</li>\n<li>Weighted Rank Averaging</li>\n<li>Hill climbing</li>\n<li>Weight Optimization</li>\n</ol>\n<p>Look forward to any feedback on this. Please share any other techniques you have used! :)</p>\n<p>Credits:</p>\n<ul>\n<li><a href=\"https://www.youtube.com/watch?v=TuIgtitqJho&amp;t=3880s\" target=\"_blank\">https://www.youtube.com/watch?v=TuIgtitqJho&amp;t=3880s</a></li>\n<li><a href=\"https://www.kaggle.com/code/cdeotte/forward-selection-oof-ensemble-0-942-private/notebook\" target=\"_blank\">https://www.kaggle.com/code/cdeotte/forward-selection-oof-ensemble-0-942-private/notebook</a></li>\n</ul>",
  "messages": [
    {
      "id": 1880632,
      "postDate": "2022-08-01T22:07:39.880Z",
      "content": "<p>As we approach the end of the competition, I'm sure we are all trying to get our ducks (models) in a row. I have explored some basic ensembling techniques in the notebook linked below</p>\n<p><a href=\"https://www.kaggle.com/code/illidan7/amex-ensemble-oof-101/notebook\" target=\"_blank\">https://www.kaggle.com/code/illidan7/amex-ensemble-oof-101/notebook</a></p>\n<p>The following techniques are shown in the notebook:</p>\n<ol>\n<li>Simple Averaging</li>\n<li>Weighted Averaging</li>\n<li>Rank Averaging</li>\n<li>Weighted Rank Averaging</li>\n<li>Hill climbing</li>\n<li>Weight Optimization</li>\n</ol>\n<p>Look forward to any feedback on this. Please share any other techniques you have used! :)</p>\n<p>Credits:</p>\n<ul>\n<li><a href=\"https://www.youtube.com/watch?v=TuIgtitqJho&amp;t=3880s\" target=\"_blank\">https://www.youtube.com/watch?v=TuIgtitqJho&amp;t=3880s</a></li>\n<li><a href=\"https://www.kaggle.com/code/cdeotte/forward-selection-oof-ensemble-0-942-private/notebook\" target=\"_blank\">https://www.kaggle.com/code/cdeotte/forward-selection-oof-ensemble-0-942-private/notebook</a></li>\n</ul>",
      "rawMarkdown": "As we approach the end of the competition, I'm sure we are all trying to get our ducks (models) in a row. I have explored some basic ensembling techniques in the notebook linked below\n\nhttps://www.kaggle.com/code/illidan7/amex-ensemble-oof-101/notebook\n\nThe following techniques are shown in the notebook:\n\n1. Simple Averaging\n2. Weighted Averaging\n3. Rank Averaging\n4. Weighted Rank Averaging\n5. Hill climbing\n6. Weight Optimization\n\nLook forward to any feedback on this. Please share any other techniques you have used! :)\n\nCredits:\n\n- https://www.youtube.com/watch?v=TuIgtitqJho&t=3880s\n- https://www.kaggle.com/code/cdeotte/forward-selection-oof-ensemble-0-942-private/notebook",
      "votes": 10
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1880632": "As we approach the end of the competition, I'm sure we are all trying to get our ducks (models) in a row. I have explored some basic ensembling techniques in the notebook linked below\n\nhttps://www.kaggle.com/code/illidan7/amex-ensemble-oof-101/notebook\n\nThe following techniques are shown in the notebook:\n\n1. Simple Averaging\n2. Weighted Averaging\n3. Rank Averaging\n4. Weighted Rank Averaging\n5. Hill climbing\n6. Weight Optimization\n\nLook forward to any feedback on this. Please share any other techniques you have used! :)\n\nCredits:\n\n- https://www.youtube.com/watch?v=TuIgtitqJho&t=3880s\n- https://www.kaggle.com/code/cdeotte/forward-selection-oof-ensemble-0-942-private/notebook"
  }
}