{
  "id": 294230,
  "title": "Bitcoin Time series",
  "url": "/competitions/g-research-crypto-forecasting/discussion/294230",
  "author_name": "",
  "post_date": "2021-12-09T09:20:02.493978100Z",
  "votes": 2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hi Kagglers,</p>\n<p>I am training separate models on separate cryptocurrencies, I noticed that the loss (mae) for bitcoin is way higher than the loss (mae) of the model trained on other cryptocurrencies such as TRON.<br>\nCould someone help me understand why is there such a large difference in the loss.</p>\n<p>Thanks.</p>",
  "messages": [
    {
      "id": "1612747",
      "postDate": "12/09/2021 09:20:02",
      "content": "<p>Hi Kagglers,</p>\n<p>I am training separate models on separate cryptocurrencies, I noticed that the loss (mae) for bitcoin is way higher than the loss (mae) of the model trained on other cryptocurrencies such as TRON.<br>\nCould someone help me understand why is there such a large difference in the loss.</p>\n<p>Thanks.</p>",
      "rawMarkdown": "Hi Kagglers,\n\nI am training separate models on separate cryptocurrencies, I noticed that the loss (mae) for bitcoin is way higher than the loss (mae) of the model trained on other cryptocurrencies such as TRON.\nCould someone help me understand why is there such a large difference in the loss.\n\nThanks.",
      "votes": null
    },
    {
      "id": "1613701",
      "postDate": "12/10/2021 08:12:25",
      "content": "<p>In the past year, the price for TRON has fluctuated between $0.03 and $0.15. Therefore if you predict mean , then MAE will be under 0.06. In the past year, the price for Bitcoin has fluctuated between $18,000 and $67,000. Therefore MAE can be as high as 42,000 if you predict the mean.</p>",
      "rawMarkdown": "In the past year, the price for TRON has fluctuated between $0.03 and $0.15. Therefore if you predict mean , then MAE will be under 0.06. In the past year, the price for Bitcoin has fluctuated between $18,000 and $67,000. Therefore MAE can be as high as 42,000 if you predict the mean.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1613701,
      "author_name": "cdeotte",
      "author_url": "",
      "post_date": "12/10/2021 08:12:25",
      "content": "<p>In the past year, the price for TRON has fluctuated between $0.03 and $0.15. Therefore if you predict mean , then MAE will be under 0.06. In the past year, the price for Bitcoin has fluctuated between $18,000 and $67,000. Therefore MAE can be as high as 42,000 if you predict the mean.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1612747": "Hi Kagglers,\n\nI am training separate models on separate cryptocurrencies, I noticed that the loss (mae) for bitcoin is way higher than the loss (mae) of the model trained on other cryptocurrencies such as TRON.\nCould someone help me understand why is there such a large difference in the loss.\n\nThanks.",
    "1613701": "In the past year, the price for TRON has fluctuated between $0.03 and $0.15. Therefore if you predict mean , then MAE will be under 0.06. In the past year, the price for Bitcoin has fluctuated between $18,000 and $67,000. Therefore MAE can be as high as 42,000 if you predict the mean."
  },
  "source": "meta"
}