{
  "id": 341174,
  "title": "My First Competition (Need Guidance) ",
  "url": "/competitions/amex-default-prediction/discussion/341174",
  "author_name": "",
  "post_date": "2022-08-01T15:36:15.172421100Z",
  "votes": 1,
  "comment_count": 4,
  "views": 0,
  "content": "<p>hi<br>\nthis is my first participation.<br>\nI am pursuing PGP in Data Science, I have built basic models during my project work.<br>\nI used the train_data for model building and got recall &amp; f1 score of 0.96 (for 1) on the training dataset.<br>\nBut evaluating my model on \"amex_metric\" is giving me a score of 0.0209.<br>\nI want to understand the possible reasons for the same.<br>\nHow can I improve my Score</p>",
  "messages": [
    {
      "id": "1880292",
      "postDate": "08/01/2022 15:36:15",
      "content": "<p>hi<br>\nthis is my first participation.<br>\nI am pursuing PGP in Data Science, I have built basic models during my project work.<br>\nI used the train_data for model building and got recall &amp; f1 score of 0.96 (for 1) on the training dataset.<br>\nBut evaluating my model on \"amex_metric\" is giving me a score of 0.0209.<br>\nI want to understand the possible reasons for the same.<br>\nHow can I improve my Score</p>",
      "rawMarkdown": "hi\nthis is my first participation.\nI am pursuing PGP in Data Science, I have built basic models during my project work.\nI used the train_data for model building and got recall & f1 score of 0.96 (for 1) on the training dataset.\nBut evaluating my model on \"amex_metric\" is giving me a score of 0.0209.\nI want to understand the possible reasons for the same.\nHow can I improve my Score",
      "votes": null
    },
    {
      "id": "1882226",
      "postDate": "08/03/2022 06:27:34",
      "content": "<p>You are not supposed to be submitting 0s and 1s. Instead, probabilities on a <code>[0, 1]</code> scale are required.</p>",
      "rawMarkdown": "You are not supposed to be submitting 0s and 1s. Instead, probabilities on a `[0, 1]` scale are required.",
      "votes": null
    },
    {
      "id": "1882345",
      "postDate": "08/03/2022 08:15:10",
      "content": "<p>My suggestion would be go and check out hot notebooks that build models from scratch in code section. Go over them and try to find the points which you can improve in your work. Good luck.</p>",
      "rawMarkdown": "My suggestion would be go and check out hot notebooks that build models from scratch in code section. Go over them and try to find the points which you can improve in your work. Good luck.",
      "votes": null
    },
    {
      "id": "1883817",
      "postDate": "08/04/2022 05:52:27",
      "content": "<p>I tried with **probability output (0.01 to 1.00) ** of  Default (1). But the output is same. Am I supposed to submit the same or am I going in a wrong direction? </p>",
      "rawMarkdown": "I tried with **probability output (0.01 to 1.00) ** of  Default (1). But the output is same. Am I supposed to submit the same or am I going in a wrong direction?",
      "votes": null
    },
    {
      "id": "1883819",
      "postDate": "08/04/2022 05:53:06",
      "content": "<p>Thank your for your input. I will try the same.</p>",
      "rawMarkdown": "Thank your for your input. I will try the same.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1882226,
      "author_name": "tilii7",
      "author_url": "",
      "post_date": "08/03/2022 06:27:34",
      "content": "<p>You are not supposed to be submitting 0s and 1s. Instead, probabilities on a <code>[0, 1]</code> scale are required.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1883817,
          "author_name": "atulkaul2304",
          "author_url": "",
          "post_date": "08/04/2022 05:52:27",
          "content": "<p>I tried with **probability output (0.01 to 1.00) ** of  Default (1). But the output is same. Am I supposed to submit the same or am I going in a wrong direction? </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1882345,
      "author_name": "memocan64",
      "author_url": "",
      "post_date": "08/03/2022 08:15:10",
      "content": "<p>My suggestion would be go and check out hot notebooks that build models from scratch in code section. Go over them and try to find the points which you can improve in your work. Good luck.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1883819,
          "author_name": "atulkaul2304",
          "author_url": "",
          "post_date": "08/04/2022 05:53:06",
          "content": "<p>Thank your for your input. I will try the same.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1880292": "hi\nthis is my first participation.\nI am pursuing PGP in Data Science, I have built basic models during my project work.\nI used the train_data for model building and got recall & f1 score of 0.96 (for 1) on the training dataset.\nBut evaluating my model on \"amex_metric\" is giving me a score of 0.0209.\nI want to understand the possible reasons for the same.\nHow can I improve my Score",
    "1882226": "You are not supposed to be submitting 0s and 1s. Instead, probabilities on a `[0, 1]` scale are required.",
    "1882345": "My suggestion would be go and check out hot notebooks that build models from scratch in code section. Go over them and try to find the points which you can improve in your work. Good luck.",
    "1883817": "I tried with **probability output (0.01 to 1.00) ** of  Default (1). But the output is same. Am I supposed to submit the same or am I going in a wrong direction?",
    "1883819": "Thank your for your input. I will try the same."
  },
  "source": "meta"
}