{
  "id": 430587,
  "title": "How to select model ?",
  "url": "/competitions/google-research-identify-contrails-reduce-global-warming/discussion/430587",
  "author_name": "sahilsg",
  "post_date": "2023-08-10T11:02:40.210000",
  "votes": 3,
  "comment_count": 1,
  "views": 0,
  "content": "<p>How do you guys select Models ? </p>\n<ul>\n<li>Either trying every model and select whichever performs better or researching for any new models ?</li>\n<li>How do you know this model will perform better in this dataset or How can I know ?</li>\n</ul>",
  "messages": [
    {
      "id": 2384796,
      "postDate": "2023-08-11T04:46:33.790Z",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/sahilsg\" target=\"_blank\">@sahilsg</a>,<br>\nWe can't know what will perform good for a given dataset. Try as many models as you can. The more the experimentations, the better. Also, when trying different models, you also have to experiment with different number of epochs, learning rates and regularizations.</p>",
      "rawMarkdown": "Hi @sahilsg,\nWe can't know what will perform good for a given dataset. Try as many models as you can. The more the experimentations, the better. Also, when trying different models, you also have to experiment with different number of epochs, learning rates and regularizations.",
      "votes": 1
    },
    {
      "id": 2383441,
      "postDate": "2023-08-10T11:02:40.210Z",
      "content": "<p>How do you guys select Models ? </p>\n<ul>\n<li>Either trying every model and select whichever performs better or researching for any new models ?</li>\n<li>How do you know this model will perform better in this dataset or How can I know ?</li>\n</ul>",
      "rawMarkdown": "How do you guys select Models ? \n- Either trying every model and select whichever performs better or researching for any new models ?\n- How do you know this model will perform better in this dataset or How can I know ?",
      "votes": 2
    }
  ],
  "comments": [
    {
      "id": 2384796,
      "author_name": "Shashwat Raman",
      "author_url": "",
      "post_date": "2023-08-11T04:46:33.790000",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/sahilsg\" target=\"_blank\">@sahilsg</a>,<br>\nWe can't know what will perform good for a given dataset. Try as many models as you can. The more the experimentations, the better. Also, when trying different models, you also have to experiment with different number of epochs, learning rates and regularizations.</p>",
      "votes": 1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2384796": "Hi @sahilsg,\nWe can't know what will perform good for a given dataset. Try as many models as you can. The more the experimentations, the better. Also, when trying different models, you also have to experiment with different number of epochs, learning rates and regularizations.",
    "2383441": "How do you guys select Models ? \n- Either trying every model and select whichever performs better or researching for any new models ?\n- How do you know this model will perform better in this dataset or How can I know ?"
  }
}