{
  "id": 243026,
  "title": "Improve accuracy of base model: fix outliers in training data",
  "url": "/competitions/google-smartphone-decimeter-challenge/discussion/243026",
  "author_name": "",
  "post_date": "2021-06-01T01:00:59.905401300Z",
  "votes": 10,
  "comment_count": 1,
  "views": 0,
  "content": "<p>This is my first post, so I apologize if I'm sending out misguided information.</p>\n<p>Looking at <a href=\"https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction\" target=\"_blank\">dehokanta</a>'s code and <a href=\"https://www.kaggle.com/manavtrivedi\" target=\"_blank\">trimannu</a>'s code, I thought that if I could fix the outliers in the training data, train the model and do the inference, the score would go up.</p>\n<p>I actually tried it, and the score went up slightly.</p>\n<p>If you haven't tried it yet, give it a try☺</p>\n<p>The code of the person who got the reference:.<br>\nAuthor: By dehokanta:<a href=\"https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction\" target=\"_blank\">https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction</a><br>\nAuthor: By trimannu:<a href=\"https://www.kaggle.com/manavtrivedi/linear-regression\" target=\"_blank\">https://www.kaggle.com/manavtrivedi/linear-regression</a></p>",
  "messages": [
    {
      "id": "1330574",
      "postDate": "06/01/2021 01:00:59",
      "content": "<p>This is my first post, so I apologize if I'm sending out misguided information.</p>\n<p>Looking at <a href=\"https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction\" target=\"_blank\">dehokanta</a>'s code and <a href=\"https://www.kaggle.com/manavtrivedi\" target=\"_blank\">trimannu</a>'s code, I thought that if I could fix the outliers in the training data, train the model and do the inference, the score would go up.</p>\n<p>I actually tried it, and the score went up slightly.</p>\n<p>If you haven't tried it yet, give it a try☺</p>\n<p>The code of the person who got the reference:.<br>\nAuthor: By dehokanta:<a href=\"https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction\" target=\"_blank\">https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction</a><br>\nAuthor: By trimannu:<a href=\"https://www.kaggle.com/manavtrivedi/linear-regression\" target=\"_blank\">https://www.kaggle.com/manavtrivedi/linear-regression</a></p>",
      "rawMarkdown": "This is my first post, so I apologize if I'm sending out misguided information.\n\nLooking at [dehokanta](https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction)'s code and [trimannu](https://www.kaggle.com/manavtrivedi)'s code, I thought that if I could fix the outliers in the training data, train the model and do the inference, the score would go up.\n\nI actually tried it, and the score went up slightly.\n\nIf you haven't tried it yet, give it a try☺\n\nThe code of the person who got the reference:.\nAuthor: By dehokanta:https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction\nAuthor: By trimannu:https://www.kaggle.com/manavtrivedi/linear-regression",
      "votes": null
    },
    {
      "id": "1332352",
      "postDate": "06/02/2021 04:52:05",
      "content": "<p>Thanks for sharing, will try it out!</p>",
      "rawMarkdown": "Thanks for sharing, will try it out!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1332352,
      "author_name": "saurabhbagchi",
      "author_url": "",
      "post_date": "06/02/2021 04:52:05",
      "content": "<p>Thanks for sharing, will try it out!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1330574": "This is my first post, so I apologize if I'm sending out misguided information.\n\nLooking at [dehokanta](https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction)'s code and [trimannu](https://www.kaggle.com/manavtrivedi)'s code, I thought that if I could fix the outliers in the training data, train the model and do the inference, the score would go up.\n\nI actually tried it, and the score went up slightly.\n\nIf you haven't tried it yet, give it a try☺\n\nThe code of the person who got the reference:.\nAuthor: By dehokanta:https://www.kaggle.com/dehokanta/baseline-post-processing-by-outlier-correction\nAuthor: By trimannu:https://www.kaggle.com/manavtrivedi/linear-regression",
    "1332352": "Thanks for sharing, will try it out!"
  },
  "source": "meta"
}