{
  "id": 155902,
  "title": "Number of benign/malignant samples in tfrecords files.",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/155902",
  "author_name": "Kostya Atarik",
  "post_date": "2020-06-03T13:03:03.499000",
  "votes": 7,
  "comment_count": 0,
  "views": 0,
  "content": "<p>I counted benign(zeros) and malignant(ones) samples in the original tfrecords files. Feel free to use this data, it may be useful when deciding upon train/validation split.</p>\n\n<p><code>\nzeros: 2038; ones: 33; file: train00-2071.tfrec\nzeros: 2037; ones: 34; file: train01-2071.tfrec\nzeros: 2037; ones: 34; file: train02-2071.tfrec\nzeros: 2040; ones: 31; file: train03-2071.tfrec\nzeros: 2038; ones: 33; file: train04-2071.tfrec\nzeros: 2031; ones: 40; file: train05-2071.tfrec\nzeros: 2033; ones: 38; file: train06-2071.tfrec\nzeros: 2031; ones: 40; file: train07-2071.tfrec\nzeros: 2038; ones: 33; file: train08-2071.tfrec\nzeros: 2032; ones: 39; file: train09-2071.tfrec\nzeros: 2029; ones: 42; file: train10-2071.tfrec\nzeros: 2026; ones: 45; file: train11-2071.tfrec\nzeros: 2044; ones: 27; file: train12-2071.tfrec\nzeros: 2033; ones: 38; file: train13-2071.tfrec\nzeros: 2032; ones: 39; file: train14-2071.tfrec\nzeros: 2023; ones: 38; file: train15-2061.tfrec\n</code></p>",
  "messages": [
    {
      "id": 872732,
      "postDate": "2020-06-03T13:03:03.500Z",
      "content": "<p>I counted benign(zeros) and malignant(ones) samples in the original tfrecords files. Feel free to use this data, it may be useful when deciding upon train/validation split.</p>\n\n<p><code>\nzeros: 2038; ones: 33; file: train00-2071.tfrec\nzeros: 2037; ones: 34; file: train01-2071.tfrec\nzeros: 2037; ones: 34; file: train02-2071.tfrec\nzeros: 2040; ones: 31; file: train03-2071.tfrec\nzeros: 2038; ones: 33; file: train04-2071.tfrec\nzeros: 2031; ones: 40; file: train05-2071.tfrec\nzeros: 2033; ones: 38; file: train06-2071.tfrec\nzeros: 2031; ones: 40; file: train07-2071.tfrec\nzeros: 2038; ones: 33; file: train08-2071.tfrec\nzeros: 2032; ones: 39; file: train09-2071.tfrec\nzeros: 2029; ones: 42; file: train10-2071.tfrec\nzeros: 2026; ones: 45; file: train11-2071.tfrec\nzeros: 2044; ones: 27; file: train12-2071.tfrec\nzeros: 2033; ones: 38; file: train13-2071.tfrec\nzeros: 2032; ones: 39; file: train14-2071.tfrec\nzeros: 2023; ones: 38; file: train15-2061.tfrec\n</code></p>",
      "rawMarkdown": "I counted benign(zeros) and malignant(ones) samples in the original tfrecords files. Feel free to use this data, it may be useful when deciding upon train/validation split.\n\n```\nzeros: 2038; ones: 33; file: train00-2071.tfrec\nzeros: 2037; ones: 34; file: train01-2071.tfrec\nzeros: 2037; ones: 34; file: train02-2071.tfrec\nzeros: 2040; ones: 31; file: train03-2071.tfrec\nzeros: 2038; ones: 33; file: train04-2071.tfrec\nzeros: 2031; ones: 40; file: train05-2071.tfrec\nzeros: 2033; ones: 38; file: train06-2071.tfrec\nzeros: 2031; ones: 40; file: train07-2071.tfrec\nzeros: 2038; ones: 33; file: train08-2071.tfrec\nzeros: 2032; ones: 39; file: train09-2071.tfrec\nzeros: 2029; ones: 42; file: train10-2071.tfrec\nzeros: 2026; ones: 45; file: train11-2071.tfrec\nzeros: 2044; ones: 27; file: train12-2071.tfrec\nzeros: 2033; ones: 38; file: train13-2071.tfrec\nzeros: 2032; ones: 39; file: train14-2071.tfrec\nzeros: 2023; ones: 38; file: train15-2061.tfrec\n```",
      "votes": 7
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "872732": "I counted benign(zeros) and malignant(ones) samples in the original tfrecords files. Feel free to use this data, it may be useful when deciding upon train/validation split.\n\n```\nzeros: 2038; ones: 33; file: train00-2071.tfrec\nzeros: 2037; ones: 34; file: train01-2071.tfrec\nzeros: 2037; ones: 34; file: train02-2071.tfrec\nzeros: 2040; ones: 31; file: train03-2071.tfrec\nzeros: 2038; ones: 33; file: train04-2071.tfrec\nzeros: 2031; ones: 40; file: train05-2071.tfrec\nzeros: 2033; ones: 38; file: train06-2071.tfrec\nzeros: 2031; ones: 40; file: train07-2071.tfrec\nzeros: 2038; ones: 33; file: train08-2071.tfrec\nzeros: 2032; ones: 39; file: train09-2071.tfrec\nzeros: 2029; ones: 42; file: train10-2071.tfrec\nzeros: 2026; ones: 45; file: train11-2071.tfrec\nzeros: 2044; ones: 27; file: train12-2071.tfrec\nzeros: 2033; ones: 38; file: train13-2071.tfrec\nzeros: 2032; ones: 39; file: train14-2071.tfrec\nzeros: 2023; ones: 38; file: train15-2061.tfrec\n```"
  }
}