{
  "id": 8083,
  "title": "how long do you need to train you model?",
  "url": "/competitions/acquire-valued-shoppers-challenge/discussion/8083",
  "author_name": "huangguan_mayday",
  "post_date": "2014-05-07T14:51:25.927000",
  "votes": 0,
  "comment_count": 4,
  "views": 1571,
  "content": "<p>I have not begin this competition, but I worry that the time of training is too long(if I write my code in python) and the memory costed is too large.I really desire your answer.</p>",
  "messages": [
    {
      "id": 44231,
      "postDate": "2014-05-08T03:46:11.823Z",
      "content": "<p>I'm still using the sub-dataset proposed by BreakfastPirate [1]. Running time of my model is less than 12 min and it takes less than 2GB memory.</p>\n<p>BTW,I would like to know if somebody is using the full-dataset, your model's prediction accuracy, running-time and memory usage.</p>\n<p>[1].&nbsp;http://www.kaggle.com/c/acquire-valued-shoppers-challenge/forums/t/7666/getting-started-data-reduction</p>"
    },
    {
      "id": 44224,
      "postDate": "2014-05-08T01:24:04.793Z",
      "content": "<p>The data is 22G, the time needed to process it is about?</p>"
    },
    {
      "id": 44175,
      "postDate": "2014-05-07T14:53:17.983Z",
      "content": "<p>&lt;10 mins. &lt;2gb ram</p>"
    },
    {
      "id": 44174,
      "postDate": "2014-05-07T14:51:25.927Z",
      "content": "<p>I have not begin this competition, but I worry that the time of training is too long(if I write my code in python) and the memory costed is too large.I really desire your answer.</p>"
    },
    {
      "id": 44179,
      "postDate": "2014-05-07T14:57:58.640Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 44231,
      "author_name": "Upul Bandara",
      "author_url": "",
      "post_date": "2014-05-08T03:46:11.823000",
      "content": "<p>I'm still using the sub-dataset proposed by BreakfastPirate [1]. Running time of my model is less than 12 min and it takes less than 2GB memory.</p>\n<p>BTW,I would like to know if somebody is using the full-dataset, your model's prediction accuracy, running-time and memory usage.</p>\n<p>[1].&nbsp;http://www.kaggle.com/c/acquire-valued-shoppers-challenge/forums/t/7666/getting-started-data-reduction</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 44224,
      "author_name": "huangguan_mayday",
      "author_url": "",
      "post_date": "2014-05-08T01:24:04.793000",
      "content": "<p>The data is 22G, the time needed to process it is about?</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 44175,
      "author_name": "Abhishek Thakur",
      "author_url": "",
      "post_date": "2014-05-07T14:53:17.983000",
      "content": "<p>&lt;10 mins. &lt;2gb ram</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 44179,
      "author_name": "",
      "author_url": "",
      "post_date": "2014-05-07T14:57:58.640000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "44231": "",
    "44224": "",
    "44175": "",
    "44174": "",
    "44179": ""
  }
}