{
  "id": 56545,
  "title": "Code Sharing, 4th Place",
  "url": "/competitions/talkingdata-adtracking-fraud-detection/discussion/56545",
  "author_name": "",
  "post_date": "2018-05-10T23:14:08.280838400Z",
  "votes": 44,
  "comment_count": 8,
  "views": 0,
  "content": "<p>I'd like to share 4th place source code of my part.</p>\n\n<p><a href=\"https://github.com/CuteChibiko/TalkingData\">https://github.com/CuteChibiko/TalkingData</a></p>\n\n<p>See also  KazAnova's <a href=\"https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/discussion/56243\">4th place (brief) tips</a> and  AhmetErdem's <a href=\"https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/discussion/56268\">Solution to Duplicate Problem by Reverse Engineering (0.0005 Boost)</a>.</p>\n\n<p>I need to emphasize that this is not made by me alone.\nI got lots of input from my team mate includeing next to click with specific sort and WOE. \nActualy when I joined the team, my best single model score was 0.9815(LB), and finaly it was improved to 0.9828 in 10 days!</p>\n\n<p>I hope that this code will be useful especially for beginners.</p>",
  "messages": [
    {
      "id": "327154",
      "postDate": "05/10/2018 23:14:08",
      "content": "<p>I'd like to share 4th place source code of my part.</p>\n\n<p><a href=\"https://github.com/CuteChibiko/TalkingData\">https://github.com/CuteChibiko/TalkingData</a></p>\n\n<p>See also  KazAnova's <a href=\"https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/discussion/56243\">4th place (brief) tips</a> and  AhmetErdem's <a href=\"https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/discussion/56268\">Solution to Duplicate Problem by Reverse Engineering (0.0005 Boost)</a>.</p>\n\n<p>I need to emphasize that this is not made by me alone.\nI got lots of input from my team mate includeing next to click with specific sort and WOE. \nActualy when I joined the team, my best single model score was 0.9815(LB), and finaly it was improved to 0.9828 in 10 days!</p>\n\n<p>I hope that this code will be useful especially for beginners.</p>",
      "rawMarkdown": "I'd like to share 4th place source code of my part.\n\n[https://github.com/CuteChibiko/TalkingData](https://github.com/CuteChibiko/TalkingData)\n\nSee also  KazAnova's [4th place (brief) tips](https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/discussion/56243) and  AhmetErdem's [Solution to Duplicate Problem by Reverse Engineering (0.0005 Boost)](https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/discussion/56268).\n\nI need to emphasize that this is not made by me alone.\nI got lots of input from my team mate includeing next to click with specific sort and WOE. \nActualy when I joined the team, my best single model score was 0.9815(LB), and finaly it was improved to 0.9828 in 10 days!\n\nI hope that this code will be useful especially for beginners.",
      "votes": null
    },
    {
      "id": "327175",
      "postDate": "05/11/2018 00:53:32",
      "content": "<p>nice share. thank you.</p>",
      "rawMarkdown": "nice share. thank you.",
      "votes": null
    },
    {
      "id": "327213",
      "postDate": "05/11/2018 03:14:02",
      "content": "<p>Thanks for sharing, and congrats on the result!</p>",
      "rawMarkdown": "Thanks for sharing, and congrats on the result!",
      "votes": null
    },
    {
      "id": "327218",
      "postDate": "05/11/2018 03:27:01",
      "content": "<p>Arigatou gozaimasu, (I learn this from Anime)</p>",
      "rawMarkdown": "Arigatou gozaimasu, (I learn this from Anime)",
      "votes": null
    },
    {
      "id": "327234",
      "postDate": "05/11/2018 04:46:34",
      "content": "<p>Douitashimashite. :)</p>",
      "rawMarkdown": "Douitashimashite. :)",
      "votes": null
    },
    {
      "id": "327339",
      "postDate": "05/11/2018 10:07:05",
      "content": "<p>Congrats!\nAwesome!</p>",
      "rawMarkdown": "Congrats!\nAwesome!",
      "votes": null
    },
    {
      "id": "327355",
      "postDate": "05/11/2018 10:58:20",
      "content": "<p>Thanks for sharing!</p>",
      "rawMarkdown": "Thanks for sharing!",
      "votes": null
    },
    {
      "id": "447267",
      "postDate": "12/29/2018 14:09:06",
      "content": "<p>Thanks for sharing.</p>",
      "rawMarkdown": "Thanks for sharing.",
      "votes": null
    },
    {
      "id": "669636",
      "postDate": "11/10/2019 09:19:38",
      "content": "<p>Thanks for sharing.</p>",
      "rawMarkdown": "Thanks for sharing.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 327175,
      "author_name": "alexyung757",
      "author_url": "",
      "post_date": "05/11/2018 00:53:32",
      "content": "<p>nice share. thank you.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 327213,
      "author_name": "cpmpml",
      "author_url": "",
      "post_date": "05/11/2018 03:14:02",
      "content": "<p>Thanks for sharing, and congrats on the result!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 327218,
      "author_name": "konohayui",
      "author_url": "",
      "post_date": "05/11/2018 03:27:01",
      "content": "<p>Arigatou gozaimasu, (I learn this from Anime)</p>",
      "votes": null,
      "replies": [
        {
          "id": 327234,
          "author_name": "its7171",
          "author_url": "",
          "post_date": "05/11/2018 04:46:34",
          "content": "<p>Douitashimashite. :)</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 327339,
      "author_name": "yyll008",
      "author_url": "",
      "post_date": "05/11/2018 10:07:05",
      "content": "<p>Congrats!\nAwesome!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 327355,
      "author_name": "plantsgo",
      "author_url": "",
      "post_date": "05/11/2018 10:58:20",
      "content": "<p>Thanks for sharing!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 447267,
      "author_name": "longyin2",
      "author_url": "",
      "post_date": "12/29/2018 14:09:06",
      "content": "<p>Thanks for sharing.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 669636,
      "author_name": "zanshuxun",
      "author_url": "",
      "post_date": "11/10/2019 09:19:38",
      "content": "<p>Thanks for sharing.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "327154": "I'd like to share 4th place source code of my part.\n\n[https://github.com/CuteChibiko/TalkingData](https://github.com/CuteChibiko/TalkingData)\n\nSee also  KazAnova's [4th place (brief) tips](https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/discussion/56243) and  AhmetErdem's [Solution to Duplicate Problem by Reverse Engineering (0.0005 Boost)](https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/discussion/56268).\n\nI need to emphasize that this is not made by me alone.\nI got lots of input from my team mate includeing next to click with specific sort and WOE. \nActualy when I joined the team, my best single model score was 0.9815(LB), and finaly it was improved to 0.9828 in 10 days!\n\nI hope that this code will be useful especially for beginners.",
    "327175": "nice share. thank you.",
    "327213": "Thanks for sharing, and congrats on the result!",
    "327218": "Arigatou gozaimasu, (I learn this from Anime)",
    "327234": "Douitashimashite. :)",
    "327339": "Congrats!\nAwesome!",
    "327355": "Thanks for sharing!",
    "447267": "Thanks for sharing.",
    "669636": "Thanks for sharing."
  },
  "source": "meta"
}