{
  "id": 116959,
  "title": "Wind direction and wind speed together might rock the world.",
  "url": "/competitions/ashrae-energy-prediction/discussion/116959",
  "author_name": "Gyanendra Singh",
  "post_date": "2019-11-12T12:30:52.067000",
  "votes": -5,
  "comment_count": 0,
  "views": 0,
  "content": "<p>I was seeing wind direction and wind speed are not contributing in model performance much . and this is reasonable  without any feature transformation . I am talking example of india in summer wind direction is diffrent than winter and rainy season and  wind speed also differ from season to season.  So please take this thread to discuss  feature engineering of wind direction and wind speed. </p>\n\n<p><strong>EDIT -  For the negative  upvoters i would like to say . I Heard from some expert in machine learning you have to think different not straightforwad. So i got that thought and I had wrote it down. No deep analysis .  I totally agree with that this would not be game changing features but i would be helpful than usual one.</strong></p>",
  "messages": [
    {
      "id": 671248,
      "postDate": "2019-11-12T12:30:52.067Z",
      "content": "<p>I was seeing wind direction and wind speed are not contributing in model performance much . and this is reasonable  without any feature transformation . I am talking example of india in summer wind direction is diffrent than winter and rainy season and  wind speed also differ from season to season.  So please take this thread to discuss  feature engineering of wind direction and wind speed. </p>\n\n<p><strong>EDIT -  For the negative  upvoters i would like to say . I Heard from some expert in machine learning you have to think different not straightforwad. So i got that thought and I had wrote it down. No deep analysis .  I totally agree with that this would not be game changing features but i would be helpful than usual one.</strong></p>",
      "rawMarkdown": "I was seeing wind direction and wind speed are not contributing in model performance much . and this is reasonable  without any feature transformation . I am talking example of india in summer wind direction is diffrent than winter and rainy season and  wind speed also differ from season to season.  So please take this thread to discuss  feature engineering of wind direction and wind speed. \n\n**EDIT -  For the negative  upvoters i would like to say . I Heard from some expert in machine learning you have to think different not straightforwad. So i got that thought and I had wrote it down. No deep analysis .  I totally agree with that this would not be game changing features but i would be helpful than usual one.**",
      "votes": -5
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "671248": "I was seeing wind direction and wind speed are not contributing in model performance much . and this is reasonable  without any feature transformation . I am talking example of india in summer wind direction is diffrent than winter and rainy season and  wind speed also differ from season to season.  So please take this thread to discuss  feature engineering of wind direction and wind speed. \n\n**EDIT -  For the negative  upvoters i would like to say . I Heard from some expert in machine learning you have to think different not straightforwad. So i got that thought and I had wrote it down. No deep analysis .  I totally agree with that this would not be game changing features but i would be helpful than usual one.**"
  }
}