{
  "id": 323730,
  "title": "Getting Started",
  "url": "/competitions/aacc-2022-predicting-pthrp-results/discussion/323730",
  "author_name": "NickSpies",
  "post_date": "2022-05-08T03:24:40.533000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hi everyone! </p>\n<p>Welcome to the first annual AACC Kaggle competition. </p>\n<p>I have published a notebook in the <a href=\"https://www.kaggle.com/competitions/aacc-2022-predicting-pthrp-results/code\" target=\"_blank\">Code</a> tab that can act as a starting off point. It performs two main functions. </p>\n<p>1) It takes the input data, filters it down to only include some calcium homeostasis labs, then produces a tabular file.</p>\n<p>2) It uses that tabular data as input to a very \"bare bones\" XGBoost model to produce a submission file. </p>\n<p>Feel free to take as much or as little as you would like from the script. Be aware though, there is plenty of information that could be left in the data file, and plenty of optimization and feature engineering left to do to improve the model!</p>",
  "messages": [
    {
      "id": 1780915,
      "postDate": "2022-05-08T03:24:40.533Z",
      "content": "<p>Hi everyone! </p>\n<p>Welcome to the first annual AACC Kaggle competition. </p>\n<p>I have published a notebook in the <a href=\"https://www.kaggle.com/competitions/aacc-2022-predicting-pthrp-results/code\" target=\"_blank\">Code</a> tab that can act as a starting off point. It performs two main functions. </p>\n<p>1) It takes the input data, filters it down to only include some calcium homeostasis labs, then produces a tabular file.</p>\n<p>2) It uses that tabular data as input to a very \"bare bones\" XGBoost model to produce a submission file. </p>\n<p>Feel free to take as much or as little as you would like from the script. Be aware though, there is plenty of information that could be left in the data file, and plenty of optimization and feature engineering left to do to improve the model!</p>",
      "rawMarkdown": "Hi everyone! \n\nWelcome to the first annual AACC Kaggle competition. \n\nI have published a notebook in the [Code](https://www.kaggle.com/competitions/aacc-2022-predicting-pthrp-results/code) tab that can act as a starting off point. It performs two main functions. \n\n1) It takes the input data, filters it down to only include some calcium homeostasis labs, then produces a tabular file.\n\n2) It uses that tabular data as input to a very \"bare bones\" XGBoost model to produce a submission file. \n\nFeel free to take as much or as little as you would like from the script. Be aware though, there is plenty of information that could be left in the data file, and plenty of optimization and feature engineering left to do to improve the model!",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1780915": "Hi everyone! \n\nWelcome to the first annual AACC Kaggle competition. \n\nI have published a notebook in the [Code](https://www.kaggle.com/competitions/aacc-2022-predicting-pthrp-results/code) tab that can act as a starting off point. It performs two main functions. \n\n1) It takes the input data, filters it down to only include some calcium homeostasis labs, then produces a tabular file.\n\n2) It uses that tabular data as input to a very \"bare bones\" XGBoost model to produce a submission file. \n\nFeel free to take as much or as little as you would like from the script. Be aware though, there is plenty of information that could be left in the data file, and plenty of optimization and feature engineering left to do to improve the model!"
  }
}