{
  "id": 706,
  "title": "Are \"Categorical vehicle variables\" unique to each car type? ",
  "url": "/competitions/ClaimPredictionChallenge/discussion/706",
  "author_name": "",
  "post_date": "2011-07-14T06:17:44.243Z",
  "votes": null,
  "comment_count": 1,
  "views": 3218,
  "content": "<p>Are the categories for Cat1-&gt;12 the same for all cars or are they unique per vehicle type?</p>\r\n<p>To put it another way is the first category always &quot;sedan or hatchback&quot;? &nbsp;Or is it if the car is a sedan then the 2nd category is number of doors while for hatchbacks it is the car color?</p>\r\n<p>The categories &quot;Continuous vehicle variable&quot; to me implies that those are values based on the 12 categories so you can't compare them one for one with another row unless it is the same make and model. &nbsp;That is to say if the vehicle is a pickup truck the\r\n 1st column is the towing capacity while if it is a motorcycle it is the size of the engine.</p>\r\n<p>But I can also see those columns varying. &nbsp;For example the 2nd column can be used for either the MPG if the 3rd column in the category was &quot;N&quot; for No Damage but if there was damage to the car then it is the dollar amount that the car had.</p>\r\n<p>And finally for the &quot;Continuous non-vehicle variable&quot; are those the same across all rows? &nbsp;That is is the first column always the number of children in the household?</p>",
  "messages": [
    {
      "id": "4591",
      "postDate": "07/14/2011 06:17:44",
      "content": "<p>Are the categories for Cat1-&gt;12 the same for all cars or are they unique per vehicle type?</p>\r\n<p>To put it another way is the first category always &quot;sedan or hatchback&quot;? &nbsp;Or is it if the car is a sedan then the 2nd category is number of doors while for hatchbacks it is the car color?</p>\r\n<p>The categories &quot;Continuous vehicle variable&quot; to me implies that those are values based on the 12 categories so you can't compare them one for one with another row unless it is the same make and model. &nbsp;That is to say if the vehicle is a pickup truck the\r\n 1st column is the towing capacity while if it is a motorcycle it is the size of the engine.</p>\r\n<p>But I can also see those columns varying. &nbsp;For example the 2nd column can be used for either the MPG if the 3rd column in the category was &quot;N&quot; for No Damage but if there was damage to the car then it is the dollar amount that the car had.</p>\r\n<p>And finally for the &quot;Continuous non-vehicle variable&quot; are those the same across all rows? &nbsp;That is is the first column always the number of children in the household?</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "4598",
      "postDate": "07/14/2011 12:31:19",
      "content": "<p>Hi! I'm the competition host.</p>\r\n<p>1) Each variable always refers to the same features. So it couldn't happen that &quot; if the car is a sedan then the 2nd category is number of doors while for hatchbacks it is the car color?&quot;</p>\r\n<p>2) The continuous variables are not based on the categorical variables. They're just other features -- should be comparable between vehicles.</p>\r\n<p>3) Those don't vary either -- always mean the same thing.</p>\r\n<p>4) Continuous non-vehicle variable also always means the same thing across rows.</p>",
      "rawMarkdown": "",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 4598,
      "author_name": "allstateinsurancecompany",
      "author_url": "",
      "post_date": "07/14/2011 12:31:19",
      "content": "<p>Hi! I'm the competition host.</p>\r\n<p>1) Each variable always refers to the same features. So it couldn't happen that &quot; if the car is a sedan then the 2nd category is number of doors while for hatchbacks it is the car color?&quot;</p>\r\n<p>2) The continuous variables are not based on the categorical variables. They're just other features -- should be comparable between vehicles.</p>\r\n<p>3) Those don't vary either -- always mean the same thing.</p>\r\n<p>4) Continuous non-vehicle variable also always means the same thing across rows.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "4591": "",
    "4598": ""
  },
  "source": "meta"
}