{
  "id": 162446,
  "title": "Any suggestions to improve score ",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/162446",
  "author_name": "",
  "post_date": "2020-06-29T02:10:17.669973Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I have achieved a maximum score of 0.948 with various different ensembles, for the past two weeks however, I haven't been able to improve on that score. Can someone give me some suggestions to try out ? \nThanks</p>",
  "messages": [
    {
      "id": "905971",
      "postDate": "06/29/2020 02:10:17",
      "content": "<p>I have achieved a maximum score of 0.948 with various different ensembles, for the past two weeks however, I haven't been able to improve on that score. Can someone give me some suggestions to try out ? \nThanks</p>",
      "rawMarkdown": "I have achieved a maximum score of 0.948 with various different ensembles, for the past two weeks however, I haven't been able to improve on that score. Can someone give me some suggestions to try out ? \nThanks",
      "votes": null
    },
    {
      "id": "905987",
      "postDate": "06/29/2020 02:38:09",
      "content": "<p>Did you also include the metadata in your ensemble? \nIf not, try <a href=\"https://www.kaggle.com/louise2001/beginner-lightgbm-on-patient-only-information?scriptVersionId=35102092\">this from Loulou</a>.</p>",
      "rawMarkdown": "Did you also include the metadata in your ensemble? \nIf not, try [this from Loulou](https://www.kaggle.com/louise2001/beginner-lightgbm-on-patient-only-information?scriptVersionId=35102092).",
      "votes": null
    },
    {
      "id": "905991",
      "postDate": "06/29/2020 02:42:14",
      "content": "<p>Thank you for the suggestion\nI actually have used meta data in my submission, I in fact increased my score from 0.940 to 0.948 using XG-Boost on meta data</p>",
      "rawMarkdown": "Thank you for the suggestion\nI actually have used meta data in my submission, I in fact increased my score from 0.940 to 0.948 using XG-Boost on meta data",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 905987,
      "author_name": "mutantspore",
      "author_url": "",
      "post_date": "06/29/2020 02:38:09",
      "content": "<p>Did you also include the metadata in your ensemble? \nIf not, try <a href=\"https://www.kaggle.com/louise2001/beginner-lightgbm-on-patient-only-information?scriptVersionId=35102092\">this from Loulou</a>.</p>",
      "votes": null,
      "replies": [
        {
          "id": 905991,
          "author_name": "namansingh2803",
          "author_url": "",
          "post_date": "06/29/2020 02:42:14",
          "content": "<p>Thank you for the suggestion\nI actually have used meta data in my submission, I in fact increased my score from 0.940 to 0.948 using XG-Boost on meta data</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "905971": "I have achieved a maximum score of 0.948 with various different ensembles, for the past two weeks however, I haven't been able to improve on that score. Can someone give me some suggestions to try out ? \nThanks",
    "905987": "Did you also include the metadata in your ensemble? \nIf not, try [this from Loulou](https://www.kaggle.com/louise2001/beginner-lightgbm-on-patient-only-information?scriptVersionId=35102092).",
    "905991": "Thank you for the suggestion\nI actually have used meta data in my submission, I in fact increased my score from 0.940 to 0.948 using XG-Boost on meta data"
  },
  "source": "meta"
}