{
  "id": 306380,
  "title": "What does \"7-day period immediately after the training data ends\" exactly mean?",
  "url": "/competitions/h-and-m-personalized-fashion-recommendations/discussion/306380",
  "author_name": "",
  "post_date": "2022-02-09T08:01:16.479024600Z",
  "votes": 43,
  "comment_count": 8,
  "views": 0,
  "content": "<p>In this competition, our task is to predict what articles each customer will purchase in the 7-day period immediately after the training data ends. I think the phrase <em>the 7-day period immediately after the training data ends</em> is a bit ambiguous. <br>\nI have two interpretations.</p>\n<ul>\n<li>From 2020-09-23 to 2020-09-29 for all customers.</li>\n<li>7-day period from the last date of each customer (e.g., for id 001fd23db1109a94bba1319bb73df0b479059027c182da490e1161b34cd3af61, from 2020-03-10 to 2020-03-17).</li>\n</ul>\n<p>I believe this point is important, because we can ignore many items (e.g., Swimwear) and customers (e.g., a person whose data is missing for years), if interpretation 1 is correct. I am sorry if I missed something.</p>",
  "messages": [
    {
      "id": "1682511",
      "postDate": "02/09/2022 08:01:16",
      "content": "<p>In this competition, our task is to predict what articles each customer will purchase in the 7-day period immediately after the training data ends. I think the phrase <em>the 7-day period immediately after the training data ends</em> is a bit ambiguous. <br>\nI have two interpretations.</p>\n<ul>\n<li>From 2020-09-23 to 2020-09-29 for all customers.</li>\n<li>7-day period from the last date of each customer (e.g., for id 001fd23db1109a94bba1319bb73df0b479059027c182da490e1161b34cd3af61, from 2020-03-10 to 2020-03-17).</li>\n</ul>\n<p>I believe this point is important, because we can ignore many items (e.g., Swimwear) and customers (e.g., a person whose data is missing for years), if interpretation 1 is correct. I am sorry if I missed something.</p>",
      "rawMarkdown": "In this competition, our task is to predict what articles each customer will purchase in the 7-day period immediately after the training data ends. I think the phrase *the 7-day period immediately after the training data ends* is a bit ambiguous. \nI have two interpretations.\n\n- From 2020-09-23 to 2020-09-29 for all customers.\n- 7-day period from the last date of each customer (e.g., for id 001fd23db1109a94bba1319bb73df0b479059027c182da490e1161b34cd3af61, from 2020-03-10 to 2020-03-17).\n\nI believe this point is important, because we can ignore many items (e.g., Swimwear) and customers (e.g., a person whose data is missing for years), if interpretation 1 is correct. I am sorry if I missed something.",
      "votes": null
    },
    {
      "id": "1682551",
      "postDate": "02/09/2022 08:38:37",
      "content": "<p>purchase during the 7-day period immediately after <strong>the training data period.</strong></p>",
      "rawMarkdown": "purchase during the 7-day period immediately after **the training data period.**",
      "votes": null
    },
    {
      "id": "1682561",
      "postDate": "02/09/2022 08:44:19",
      "content": "<p>7 day period after the latest date found in the training data. The test week is the same for all customers, not one individual week per customer based on their latest training sample.</p>",
      "rawMarkdown": "7 day period after the latest date found in the training data. The test week is the same for all customers, not one individual week per customer based on their latest training sample.",
      "votes": null
    },
    {
      "id": "1682568",
      "postDate": "02/09/2022 08:50:16",
      "content": "<p>Thank you for your clarification. I got it. </p>",
      "rawMarkdown": "Thank you for your clarification. I got it.",
      "votes": null
    },
    {
      "id": "1682603",
      "postDate": "02/09/2022 09:20:01",
      "content": "<p>That's an excellent point! From the phrasing, I assume they meant the last 7 days for all customers, but it's worth clarifying.</p>",
      "rawMarkdown": "That's an excellent point! From the phrasing, I assume they meant the last 7 days for all customers, but it's worth clarifying.",
      "votes": null
    },
    {
      "id": "1707592",
      "postDate": "02/28/2022 15:45:48",
      "content": "<p>I still dont get it. Please Explain !!</p>",
      "rawMarkdown": "I still dont get it. Please Explain !!",
      "votes": null
    },
    {
      "id": "1707934",
      "postDate": "03/01/2022 00:35:56",
      "content": "<p>Our final scores will be evaluated with the transaction data of 2020-09-23 - 2020-09-29 for all customers in customers.csv. 2020-09-22 is the last day of the training data period of transactions_train.csv.</p>",
      "rawMarkdown": "Our final scores will be evaluated with the transaction data of 2020-09-23 - 2020-09-29 for all customers in customers.csv. 2020-09-22 is the last day of the training data period of transactions_train.csv.",
      "votes": null
    },
    {
      "id": "1732104",
      "postDate": "03/23/2022 02:21:32",
      "content": "<blockquote>\n  <p>I believe this point is important because we can ignore many items (e.g., Swimwear) and customers (e.g., a person whose data is missing for years), if interpretation 1 is correct.</p>\n</blockquote>\n<p>sample_submission and customers data are having the same number of customers so don't we have to predict for all the customers. Can you please explain this part?</p>",
      "rawMarkdown": "> I believe this point is important because we can ignore many items (e.g., Swimwear) and customers (e.g., a person whose data is missing for years), if interpretation 1 is correct.\n\nsample_submission and customers data are having the same number of customers so don't we have to predict for all the customers. Can you please explain this part?",
      "votes": null
    },
    {
      "id": "1732111",
      "postDate": "03/23/2022 02:52:23",
      "content": "<p>Ok just now found this out on the evaluation page, now it makes.</p>\n<blockquote>\n  <p>Customer that did not make any purchase during the test period are excluded from the scoring.</p>\n</blockquote>",
      "rawMarkdown": "Ok just now found this out on the evaluation page, now it makes.\n\n> Customer that did not make any purchase during the test period are excluded from the scoring.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1682551,
      "author_name": "alaeddineayadi",
      "author_url": "",
      "post_date": "02/09/2022 08:38:37",
      "content": "<p>purchase during the 7-day period immediately after <strong>the training data period.</strong></p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1682561,
      "author_name": "jiwidi",
      "author_url": "",
      "post_date": "02/09/2022 08:44:19",
      "content": "<p>7 day period after the latest date found in the training data. The test week is the same for all customers, not one individual week per customer based on their latest training sample.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1682568,
          "author_name": "tomooinubushi",
          "author_url": "",
          "post_date": "02/09/2022 08:50:16",
          "content": "<p>Thank you for your clarification. I got it. </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1682603,
      "author_name": "danofer",
      "author_url": "",
      "post_date": "02/09/2022 09:20:01",
      "content": "<p>That's an excellent point! From the phrasing, I assume they meant the last 7 days for all customers, but it's worth clarifying.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1707592,
      "author_name": "palashvishwas",
      "author_url": "",
      "post_date": "02/28/2022 15:45:48",
      "content": "<p>I still dont get it. Please Explain !!</p>",
      "votes": null,
      "replies": [
        {
          "id": 1707934,
          "author_name": "tomooinubushi",
          "author_url": "",
          "post_date": "03/01/2022 00:35:56",
          "content": "<p>Our final scores will be evaluated with the transaction data of 2020-09-23 - 2020-09-29 for all customers in customers.csv. 2020-09-22 is the last day of the training data period of transactions_train.csv.</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1732104,
      "author_name": "psvishnu",
      "author_url": "",
      "post_date": "03/23/2022 02:21:32",
      "content": "<blockquote>\n  <p>I believe this point is important because we can ignore many items (e.g., Swimwear) and customers (e.g., a person whose data is missing for years), if interpretation 1 is correct.</p>\n</blockquote>\n<p>sample_submission and customers data are having the same number of customers so don't we have to predict for all the customers. Can you please explain this part?</p>",
      "votes": null,
      "replies": [
        {
          "id": 1732111,
          "author_name": "psvishnu",
          "author_url": "",
          "post_date": "03/23/2022 02:52:23",
          "content": "<p>Ok just now found this out on the evaluation page, now it makes.</p>\n<blockquote>\n  <p>Customer that did not make any purchase during the test period are excluded from the scoring.</p>\n</blockquote>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1682511": "In this competition, our task is to predict what articles each customer will purchase in the 7-day period immediately after the training data ends. I think the phrase *the 7-day period immediately after the training data ends* is a bit ambiguous. \nI have two interpretations.\n\n- From 2020-09-23 to 2020-09-29 for all customers.\n- 7-day period from the last date of each customer (e.g., for id 001fd23db1109a94bba1319bb73df0b479059027c182da490e1161b34cd3af61, from 2020-03-10 to 2020-03-17).\n\nI believe this point is important, because we can ignore many items (e.g., Swimwear) and customers (e.g., a person whose data is missing for years), if interpretation 1 is correct. I am sorry if I missed something.",
    "1682551": "purchase during the 7-day period immediately after **the training data period.**",
    "1682561": "7 day period after the latest date found in the training data. The test week is the same for all customers, not one individual week per customer based on their latest training sample.",
    "1682568": "Thank you for your clarification. I got it.",
    "1682603": "That's an excellent point! From the phrasing, I assume they meant the last 7 days for all customers, but it's worth clarifying.",
    "1707592": "I still dont get it. Please Explain !!",
    "1707934": "Our final scores will be evaluated with the transaction data of 2020-09-23 - 2020-09-29 for all customers in customers.csv. 2020-09-22 is the last day of the training data period of transactions_train.csv.",
    "1732104": "> I believe this point is important because we can ignore many items (e.g., Swimwear) and customers (e.g., a person whose data is missing for years), if interpretation 1 is correct.\n\nsample_submission and customers data are having the same number of customers so don't we have to predict for all the customers. Can you please explain this part?",
    "1732111": "Ok just now found this out on the evaluation page, now it makes.\n\n> Customer that did not make any purchase during the test period are excluded from the scoring."
  },
  "source": "meta"
}