{
  "id": 535053,
  "title": "One Scoring Target - 20(x6) Intermediate Targets - Regression or Classification approach?",
  "url": "/competitions/child-mind-institute-problematic-internet-use/discussion/535053",
  "author_name": "",
  "post_date": "2024-09-20T02:30:42.634744400Z",
  "votes": 9,
  "comment_count": 2,
  "views": 0,
  "content": "<h1>20 Targets ( each have 6 states - 0, 1, 2, 3, 4, 5 )</h1>\n<pre><code>individual_targets = [, , , , , , , , , , , , , , , , , , , ]\n</code></pre>\n<h1>Sum of all 20 Target ( 0 - 20*5 =&gt; 0 - 100 )</h1>\n<pre><code>train[] = train[individual_targets].(axis=)\ntrain[] == train[]\n</code></pre>\n<h1>Bins - Competition Target Severity Impairment Index =&gt;</h1>\n<blockquote>\n  <p>0 =&gt; 0-30=None; --&gt; 30 units <br>\n  1 =&gt; 31-49=Mild;  --&gt; 20 units<br>\n  2 =&gt; 50-79=Moderate;  --&gt; 30 units<br>\n  3 =&gt; 80-100=Severe --&gt; 20 units</p>\n</blockquote>\n<h1>1224 ( null targets ~ 31% ) and 2736 ( have targets ~ 69% )</h1>\n<p>--&gt; without None and 0 target scores<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F8bd19e06fa30cf3e80543eefd3958e1b%2F1.png?generation=1726799359874679&amp;alt=media\" alt=\"\">  </p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F7bb758941758ec57cd9fac003998d8ea%2F2.png?generation=1726799895591213&amp;alt=media\" alt=\"\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F8779e3a56441950fcd134df0d5754cdd%2F3.png?generation=1726800116573545&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": "2993620",
      "postDate": "09/20/2024 02:30:42",
      "content": "<h1>20 Targets ( each have 6 states - 0, 1, 2, 3, 4, 5 )</h1>\n<pre><code>individual_targets = [, , , , , , , , , , , , , , , , , , , ]\n</code></pre>\n<h1>Sum of all 20 Target ( 0 - 20*5 =&gt; 0 - 100 )</h1>\n<pre><code>train[] = train[individual_targets].(axis=)\ntrain[] == train[]\n</code></pre>\n<h1>Bins - Competition Target Severity Impairment Index =&gt;</h1>\n<blockquote>\n  <p>0 =&gt; 0-30=None; --&gt; 30 units <br>\n  1 =&gt; 31-49=Mild;  --&gt; 20 units<br>\n  2 =&gt; 50-79=Moderate;  --&gt; 30 units<br>\n  3 =&gt; 80-100=Severe --&gt; 20 units</p>\n</blockquote>\n<h1>1224 ( null targets ~ 31% ) and 2736 ( have targets ~ 69% )</h1>\n<p>--&gt; without None and 0 target scores<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F8bd19e06fa30cf3e80543eefd3958e1b%2F1.png?generation=1726799359874679&amp;alt=media\" alt=\"\">  </p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F7bb758941758ec57cd9fac003998d8ea%2F2.png?generation=1726799895591213&amp;alt=media\" alt=\"\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F8779e3a56441950fcd134df0d5754cdd%2F3.png?generation=1726800116573545&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "# 20 Targets ( each have 6 states - 0, 1, 2, 3, 4, 5 )\n```python\nindividual_targets = ['PCIAT-PCIAT_01', 'PCIAT-PCIAT_02', 'PCIAT-PCIAT_03', 'PCIAT-PCIAT_04', 'PCIAT-PCIAT_05', 'PCIAT-PCIAT_06', 'PCIAT-PCIAT_07', 'PCIAT-PCIAT_08', 'PCIAT-PCIAT_09', 'PCIAT-PCIAT_10', 'PCIAT-PCIAT_11', 'PCIAT-PCIAT_12', 'PCIAT-PCIAT_13', 'PCIAT-PCIAT_14', 'PCIAT-PCIAT_15', 'PCIAT-PCIAT_16', 'PCIAT-PCIAT_17', 'PCIAT-PCIAT_18', 'PCIAT-PCIAT_19', 'PCIAT-PCIAT_20']\n```\n\n# Sum of all 20 Target ( 0 - 20*5 => 0 - 100 )\n```python\ntrain['check_total'] = train[individual_targets].sum(axis=1)\ntrain['check_total'] == train['PCIAT-PCIAT_Total']\n```\n\n# Bins - Competition Target Severity Impairment Index => \n> 0 => 0-30=None; --> 30 units \n> 1 => 31-49=Mild;  --> 20 units\n> 2 => 50-79=Moderate;  --> 30 units\n> 3 => 80-100=Severe --> 20 units\n\n\n# 1224 ( null targets ~ 31% ) and 2736 ( have targets ~ 69% )\n--> without None and 0 target scores\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F8bd19e06fa30cf3e80543eefd3958e1b%2F1.png?generation=1726799359874679&alt=media)  \n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F7bb758941758ec57cd9fac003998d8ea%2F2.png?generation=1726799895591213&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F8779e3a56441950fcd134df0d5754cdd%2F3.png?generation=1726800116573545&alt=media)",
      "votes": null
    },
    {
      "id": "2999436",
      "postDate": "09/26/2024 16:29:48",
      "content": "<p>Thanks for sharing. <br>\nWhat does the bottom plot mean ? How did you create plot ?</p>",
      "rawMarkdown": "Thanks for sharing. \nWhat does the bottom plot mean ? How did you create plot ?",
      "votes": null
    },
    {
      "id": "2999459",
      "postDate": "09/26/2024 16:41:57",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2Fd5af3b162fb8a3a41cc583ec969ac893%2FScreenshot%202024-09-26%20at%2010.11.19PM.png?generation=1727368895364713&amp;alt=media\" alt=\"\"></p>\n<blockquote>\n  <p>Sort by score <a href=\"https://www.kaggle.com/clearwaterkzk\" target=\"_blank\">@clearwaterkzk</a> </p>\n</blockquote>",
      "rawMarkdown": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2Fd5af3b162fb8a3a41cc583ec969ac893%2FScreenshot%202024-09-26%20at%2010.11.19PM.png?generation=1727368895364713&alt=media)\n> Sort by score @clearwaterkzk",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2999436,
      "author_name": "clearwaterkzk",
      "author_url": "",
      "post_date": "09/26/2024 16:29:48",
      "content": "<p>Thanks for sharing. <br>\nWhat does the bottom plot mean ? How did you create plot ?</p>",
      "votes": null,
      "replies": [
        {
          "id": 2999459,
          "author_name": "seshurajup",
          "author_url": "",
          "post_date": "09/26/2024 16:41:57",
          "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2Fd5af3b162fb8a3a41cc583ec969ac893%2FScreenshot%202024-09-26%20at%2010.11.19PM.png?generation=1727368895364713&amp;alt=media\" alt=\"\"></p>\n<blockquote>\n  <p>Sort by score <a href=\"https://www.kaggle.com/clearwaterkzk\" target=\"_blank\">@clearwaterkzk</a> </p>\n</blockquote>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2993620": "# 20 Targets ( each have 6 states - 0, 1, 2, 3, 4, 5 )\n```python\nindividual_targets = ['PCIAT-PCIAT_01', 'PCIAT-PCIAT_02', 'PCIAT-PCIAT_03', 'PCIAT-PCIAT_04', 'PCIAT-PCIAT_05', 'PCIAT-PCIAT_06', 'PCIAT-PCIAT_07', 'PCIAT-PCIAT_08', 'PCIAT-PCIAT_09', 'PCIAT-PCIAT_10', 'PCIAT-PCIAT_11', 'PCIAT-PCIAT_12', 'PCIAT-PCIAT_13', 'PCIAT-PCIAT_14', 'PCIAT-PCIAT_15', 'PCIAT-PCIAT_16', 'PCIAT-PCIAT_17', 'PCIAT-PCIAT_18', 'PCIAT-PCIAT_19', 'PCIAT-PCIAT_20']\n```\n\n# Sum of all 20 Target ( 0 - 20*5 => 0 - 100 )\n```python\ntrain['check_total'] = train[individual_targets].sum(axis=1)\ntrain['check_total'] == train['PCIAT-PCIAT_Total']\n```\n\n# Bins - Competition Target Severity Impairment Index => \n> 0 => 0-30=None; --> 30 units \n> 1 => 31-49=Mild;  --> 20 units\n> 2 => 50-79=Moderate;  --> 30 units\n> 3 => 80-100=Severe --> 20 units\n\n\n# 1224 ( null targets ~ 31% ) and 2736 ( have targets ~ 69% )\n--> without None and 0 target scores\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F8bd19e06fa30cf3e80543eefd3958e1b%2F1.png?generation=1726799359874679&alt=media)  \n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F7bb758941758ec57cd9fac003998d8ea%2F2.png?generation=1726799895591213&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2F8779e3a56441950fcd134df0d5754cdd%2F3.png?generation=1726800116573545&alt=media)",
    "2999436": "Thanks for sharing. \nWhat does the bottom plot mean ? How did you create plot ?",
    "2999459": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F761268%2Fd5af3b162fb8a3a41cc583ec969ac893%2FScreenshot%202024-09-26%20at%2010.11.19PM.png?generation=1727368895364713&alt=media)\n> Sort by score @clearwaterkzk"
  },
  "source": "meta"
}