{
  "id": 14065,
  "title": "3rd place code and documentation.",
  "url": "/competitions/malware-classification/discussion/14065",
  "author_name": "Mikhail Trofimov",
  "post_date": "2015-05-05T21:28:14.180000",
  "votes": 10,
  "comment_count": 0,
  "views": 1507,
  "content": "<p>Hi everyone,</p>\n<p>We cleaned up our code and ran everything again. We found out that some of our tricks requre a lot of effort and give almost no improvement, so decide not to use 10-gramms and per-class weighting -- but is makes our solution much more lightweight.</p>\n<p>It scores&nbsp;0.0066 / 0.0040 on public / private LB.</p>\n<p>All code and documentation in attach (in a&nbsp;<a href=\"https://github.com/geffy/kaggle-malware\">github repo</a>&nbsp;too)</p>",
  "messages": [
    {
      "id": 77166,
      "postDate": "2015-05-05T21:28:14.180Z",
      "content": "<p>Hi everyone,</p>\n<p>We cleaned up our code and ran everything again. We found out that some of our tricks requre a lot of effort and give almost no improvement, so decide not to use 10-gramms and per-class weighting -- but is makes our solution much more lightweight.</p>\n<p>It scores&nbsp;0.0066 / 0.0040 on public / private LB.</p>\n<p>All code and documentation in attach (in a&nbsp;<a href=\"https://github.com/geffy/kaggle-malware\">github repo</a>&nbsp;too)</p>",
      "votes": 10
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "77166": ""
  }
}