{
  "id": 316572,
  "title": "How much does ensembling increase your score?",
  "url": "/competitions/happy-whale-and-dolphin/discussion/316572",
  "author_name": "",
  "post_date": "2022-04-02T17:28:57.272349600Z",
  "votes": 7,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I think a lot of teams are about to start using ensembling rather than a single model at this point in time, including myself. It would be nice if you can share how much ensembling has boosted your score so that we can have a goal to reach. Thanks!</p>",
  "messages": [
    {
      "id": "1743175",
      "postDate": "04/02/2022 17:28:57",
      "content": "<p>I think a lot of teams are about to start using ensembling rather than a single model at this point in time, including myself. It would be nice if you can share how much ensembling has boosted your score so that we can have a goal to reach. Thanks!</p>",
      "rawMarkdown": "I think a lot of teams are about to start using ensembling rather than a single model at this point in time, including myself. It would be nice if you can share how much ensembling has boosted your score so that we can have a goal to reach. Thanks!",
      "votes": null
    },
    {
      "id": "1743647",
      "postDate": "04/03/2022 07:09:28",
      "content": "<p>For me using the max method (more details here: <a href=\"https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/315788\" target=\"_blank\">https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/315788</a> )on 5 folds of the same model the boost was 0.18 in public leaderboard. I started now the process of using different models for ensemble (this should lead to a large increase) </p>",
      "rawMarkdown": "For me using the max method (more details here: https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/315788 )on 5 folds of the same model the boost was 0.18 in public leaderboard. I started now the process of using different models for ensemble (this should lead to a large increase)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1743647,
      "author_name": "vladvdv",
      "author_url": "",
      "post_date": "04/03/2022 07:09:28",
      "content": "<p>For me using the max method (more details here: <a href=\"https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/315788\" target=\"_blank\">https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/315788</a> )on 5 folds of the same model the boost was 0.18 in public leaderboard. I started now the process of using different models for ensemble (this should lead to a large increase) </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1743175": "I think a lot of teams are about to start using ensembling rather than a single model at this point in time, including myself. It would be nice if you can share how much ensembling has boosted your score so that we can have a goal to reach. Thanks!",
    "1743647": "For me using the max method (more details here: https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/315788 )on 5 folds of the same model the boost was 0.18 in public leaderboard. I started now the process of using different models for ensemble (this should lead to a large increase)"
  },
  "source": "meta"
}