{
  "id": 65232,
  "title": "Multilabel Stratification Python Package",
  "url": "/competitions/inclusive-images-challenge/discussion/65232",
  "author_name": "Trent",
  "post_date": "2018-09-07T19:04:08.328000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Although this competition is about classifying across different distributions, competitors may find it helpful to balance distributions of multilabel data across splits for cross validation (i.e., stratify the data). Earlier this year I created a Python package called iterative-stratification that aims to accomplish this task: <a href=\"https://github.com/trent-b/iterative-stratification\">https://github.com/trent-b/iterative-stratification</a>. I hope the package may find some utility in this competition.</p>",
  "messages": [
    {
      "id": 383137,
      "postDate": "2018-09-07T19:04:08.330Z",
      "content": "<p>Although this competition is about classifying across different distributions, competitors may find it helpful to balance distributions of multilabel data across splits for cross validation (i.e., stratify the data). Earlier this year I created a Python package called iterative-stratification that aims to accomplish this task: <a href=\"https://github.com/trent-b/iterative-stratification\">https://github.com/trent-b/iterative-stratification</a>. I hope the package may find some utility in this competition.</p>",
      "rawMarkdown": "Although this competition is about classifying across different distributions, competitors may find it helpful to balance distributions of multilabel data across splits for cross validation (i.e., stratify the data). Earlier this year I created a Python package called iterative-stratification that aims to accomplish this task: https://github.com/trent-b/iterative-stratification. I hope the package may find some utility in this competition.",
      "votes": 1
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "383137": "Although this competition is about classifying across different distributions, competitors may find it helpful to balance distributions of multilabel data across splits for cross validation (i.e., stratify the data). Earlier this year I created a Python package called iterative-stratification that aims to accomplish this task: https://github.com/trent-b/iterative-stratification. I hope the package may find some utility in this competition."
  }
}