{
  "id": 284946,
  "title": "Questions about Data",
  "url": "/competitions/g-research-crypto-forecasting/discussion/284946",
  "author_name": "Yue Sun",
  "post_date": "2021-11-03T00:31:33.224000",
  "votes": 13,
  "comment_count": 3,
  "views": 0,
  "content": "<p>Hi,</p>\n<p>After reading the data provided, I have two questions. There are train.csv and supplemental_train.csv. What is the use of supplemental_train.csv? Do I just merge it with train.csv for training? For asset_details.csv, it has the weight associated with each asset. How should I utilize it for training and evaluating? Do you have any idea? </p>\n<p>Thanks!</p>\n<p><a href=\"https://ibb.co/svRZpnR\"><img src=\"https://i.ibb.co/BV39Hb3/image.png\" alt=\"image\"></a></p>",
  "messages": [
    {
      "id": 1568663,
      "postDate": "2021-11-03T00:31:33.223Z",
      "content": "<p>Hi,</p>\n<p>After reading the data provided, I have two questions. There are train.csv and supplemental_train.csv. What is the use of supplemental_train.csv? Do I just merge it with train.csv for training? For asset_details.csv, it has the weight associated with each asset. How should I utilize it for training and evaluating? Do you have any idea? </p>\n<p>Thanks!</p>\n<p><a href=\"https://ibb.co/svRZpnR\"><img src=\"https://i.ibb.co/BV39Hb3/image.png\" alt=\"image\"></a></p>",
      "rawMarkdown": "Hi,\n\nAfter reading the data provided, I have two questions. There are train.csv and supplemental_train.csv. What is the use of supplemental_train.csv? Do I just merge it with train.csv for training? For asset_details.csv, it has the weight associated with each asset. How should I utilize it for training and evaluating? Do you have any idea? \n\nThanks!\n\n<a href=\"https://ibb.co/svRZpnR\"><img src=\"https://i.ibb.co/BV39Hb3/image.png\" alt=\"image\" border=\"0\"></a>",
      "votes": 13
    },
    {
      "id": 1573052,
      "postDate": "2021-11-06T08:27:08.160Z",
      "content": "<p>Hey <a href=\"https://www.kaggle.com/yus002\" target=\"_blank\">@yus002</a> have you figured out the answer for using the <code>weights from the asset.csv</code>, please update the <code>topic</code>, im having a hard time figuring it out. </p>",
      "rawMarkdown": "Hey @yus002 have you figured out the answer for using the `weights from the asset.csv`, please update the `topic`, im having a hard time figuring it out. ",
      "votes": 2,
      "replies": [
        {
          "id": 1573883,
          "postDate": "2021-11-07T02:41:00.987Z",
          "content": "<p>Hi, I am still testing some of my ideas. Models like lgbm, xgb and keras, have the sample_weight parameter. I am testing whether it works with given weights in the asset file.</p>",
          "rawMarkdown": "Hi, I am still testing some of my ideas. Models like lgbm, xgb and keras, have the sample_weight parameter. I am testing whether it works with given weights in the asset file.",
          "votes": 1
        }
      ]
    },
    {
      "id": 1573048,
      "postDate": "2021-11-06T08:22:48.573Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 1573052,
      "author_name": "somuSan",
      "author_url": "",
      "post_date": "2021-11-06T08:27:08.160000",
      "content": "<p>Hey <a href=\"https://www.kaggle.com/yus002\" target=\"_blank\">@yus002</a> have you figured out the answer for using the <code>weights from the asset.csv</code>, please update the <code>topic</code>, im having a hard time figuring it out. </p>",
      "votes": 2,
      "replies": [
        {
          "id": 1573883,
          "author_name": "Yue Sun",
          "author_url": "",
          "post_date": "2021-11-07T02:41:00.987000",
          "content": "<p>Hi, I am still testing some of my ideas. Models like lgbm, xgb and keras, have the sample_weight parameter. I am testing whether it works with given weights in the asset file.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1573048,
      "author_name": "",
      "author_url": "",
      "post_date": "2021-11-06T08:22:48.573000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1568663": "Hi,\n\nAfter reading the data provided, I have two questions. There are train.csv and supplemental_train.csv. What is the use of supplemental_train.csv? Do I just merge it with train.csv for training? For asset_details.csv, it has the weight associated with each asset. How should I utilize it for training and evaluating? Do you have any idea? \n\nThanks!\n\n<a href=\"https://ibb.co/svRZpnR\"><img src=\"https://i.ibb.co/BV39Hb3/image.png\" alt=\"image\" border=\"0\"></a>",
    "1573052": "Hey @yus002 have you figured out the answer for using the `weights from the asset.csv`, please update the `topic`, im having a hard time figuring it out. ",
    "1573048": ""
  }
}