{
  "fetched_at": "2026-10-19T19:53:36Z",
  "source_url": "https://www.kaggle.com/competitions/crypto-mid-freq-forecasting/data",
  "pages": [
    {
      "name": "data-description",
      "content": "The dataset essentially contains the features and the target to predict at date t, for all of the 65 cryptos.\n\n## Files\n\n*   **train.csv** - the training set\n*   **test.csv** - the test set\n*   **sample_submission.csv** - a sample submission file in the correct format\n\n## Columns\n\n*   `date` - the date when the features were recorded\n*   `coin_id` - identifier of the cryptocurrency (65 different cryptos)\n*   `fwd_ret_3d` - the target, 3-day horizon future return\n*   `feat_1..10` - 10 features available ",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Description",
      "content": "HKML is successful at trading cryptocurrencies, but we are always striving to improve our process.\nWe also have a passion to ***uncover and develop strong raw talents!***\n\nIn this competition, we provide you with trading features (10 of them), and your goal is to predict the daily 3-day future return for 65 coins (actually, the 3-day future return after some processing on our side).\n",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Evaluation",
      "content": "This forecasting competition aims to predict 3-day future returns $R_i(t)$ for each coin $1 \\leq i \\leq 65$, at any time $t$. For each row in the dataset, we include the target for prediction `fwd_ret_3d`.\nThe target is derived from the 3-day horizon future return of the coin $i$.\n\nThe evaluation metric for this competition is the Spearman correlation between the vector of predicted $(\\hat{R}\\_1(t), \\ldots, \\hat{R}\\_{65}(t))$ and the targets $(R\\_1(t), \\ldots, R\\_{65}(t))$, that is the linear correlation between your predictions of the 3-day future returns and the actual 3-day future returns.\nThe higher the correlation, the better!\n\n*But, do not expect very high correlations... systematic trading is not easy!*",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "rules",
      "content": "No particular rules, don't try to cheat.",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    }
  ]
}