{
  "id": 214422,
  "title": "Loss Function",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/214422",
  "author_name": "",
  "post_date": "2021-01-26T15:37:46.253469500Z",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Is categorial cross entropy loss the best for this competition or were there any loss functions that work better? I know that some people mentioned Bi-tempered logistic loss and Taylor cross entropy loss. Do those help?</p>",
  "messages": [
    {
      "id": "1171031",
      "postDate": "01/26/2021 15:37:46",
      "content": "<p>Is categorial cross entropy loss the best for this competition or were there any loss functions that work better? I know that some people mentioned Bi-tempered logistic loss and Taylor cross entropy loss. Do those help?</p>",
      "rawMarkdown": "Is categorial cross entropy loss the best for this competition or were there any loss functions that work better? I know that some people mentioned Bi-tempered logistic loss and Taylor cross entropy loss. Do those help?",
      "votes": null
    },
    {
      "id": "1171324",
      "postDate": "01/26/2021 19:18:51",
      "content": "<p>There were a lot of discussions about the loss functions e.g.: <a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/210918\" target=\"_blank\">https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/210918</a></p>",
      "rawMarkdown": "There were a lot of discussions about the loss functions e.g.: https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/210918",
      "votes": null
    },
    {
      "id": "1173104",
      "postDate": "01/27/2021 17:20:50",
      "content": "<p>label smooth loss is helpful!But i still trying other loss functions,such as recall loss,CCEloss</p>",
      "rawMarkdown": "label smooth loss is helpful!But i still trying other loss functions,such as recall loss,CCEloss",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1171324,
      "author_name": "aliabdin1",
      "author_url": "",
      "post_date": "01/26/2021 19:18:51",
      "content": "<p>There were a lot of discussions about the loss functions e.g.: <a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/210918\" target=\"_blank\">https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/210918</a></p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1173104,
      "author_name": "darknesszx",
      "author_url": "",
      "post_date": "01/27/2021 17:20:50",
      "content": "<p>label smooth loss is helpful!But i still trying other loss functions,such as recall loss,CCEloss</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1171031": "Is categorial cross entropy loss the best for this competition or were there any loss functions that work better? I know that some people mentioned Bi-tempered logistic loss and Taylor cross entropy loss. Do those help?",
    "1171324": "There were a lot of discussions about the loss functions e.g.: https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/210918",
    "1173104": "label smooth loss is helpful!But i still trying other loss functions,such as recall loss,CCEloss"
  },
  "source": "meta"
}