{
  "id": 207309,
  "title": "How to score high in Cassava Competition ",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/207309",
  "author_name": "",
  "post_date": "2020-12-29T06:41:15.771431100Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hello Everyone,<br>\nI am having trouble in scoring high besides my trained model was able to achieve accuracy of 87 percent my prediction score on leaderboard is less. Can anyone help me after reviewing my work</p>\n<p><a href=\"https://www.kaggle.com/anantgupt/cassava-leaf-doctor-model-training-keras\" target=\"_blank\">model training notebook</a></p>\n<p><a href=\"https://www.kaggle.com/anantgupt/cassava-leaf-doctor-submission\" target=\"_blank\">submission</a> </p>",
  "messages": [
    {
      "id": "1130592",
      "postDate": "12/29/2020 06:41:15",
      "content": "<p>Hello Everyone,<br>\nI am having trouble in scoring high besides my trained model was able to achieve accuracy of 87 percent my prediction score on leaderboard is less. Can anyone help me after reviewing my work</p>\n<p><a href=\"https://www.kaggle.com/anantgupt/cassava-leaf-doctor-model-training-keras\" target=\"_blank\">model training notebook</a></p>\n<p><a href=\"https://www.kaggle.com/anantgupt/cassava-leaf-doctor-submission\" target=\"_blank\">submission</a> </p>",
      "rawMarkdown": "Hello Everyone,\nI am having trouble in scoring high besides my trained model was able to achieve accuracy of 87 percent my prediction score on leaderboard is less. Can anyone help me after reviewing my work\n\n[model training notebook](https://www.kaggle.com/anantgupt/cassava-leaf-doctor-model-training-keras)\n\n[submission](https://www.kaggle.com/anantgupt/cassava-leaf-doctor-submission)",
      "votes": null
    },
    {
      "id": "1131508",
      "postDate": "12/29/2020 19:16:39",
      "content": "<p>Check the just published topic by <a href=\"https://www.kaggle.com/piantic\" target=\"_blank\">@piantic</a> (currently 5th place on public LB): <a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/207450\" target=\"_blank\">https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/207450</a></p>\n<p>You might want to try some of his suggestions.</p>",
      "rawMarkdown": "Check the just published topic by @piantic (currently 5th place on public LB): https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/207450\n\nYou might want to try some of his suggestions.",
      "votes": null
    },
    {
      "id": "1131762",
      "postDate": "12/30/2020 00:10:17",
      "content": "<p>You current model might get another 1 percent by slowing down the learning rate schedule - you have patience=2 - try 5-7.  Make early stopping 15-25 range.</p>",
      "rawMarkdown": "You current model might get another 1 percent by slowing down the learning rate schedule - you have patience=2 - try 5-7.  Make early stopping 15-25 range.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1131508,
      "author_name": "aliabdin1",
      "author_url": "",
      "post_date": "12/29/2020 19:16:39",
      "content": "<p>Check the just published topic by <a href=\"https://www.kaggle.com/piantic\" target=\"_blank\">@piantic</a> (currently 5th place on public LB): <a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/207450\" target=\"_blank\">https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/207450</a></p>\n<p>You might want to try some of his suggestions.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1131762,
      "author_name": "pcjimmmy",
      "author_url": "",
      "post_date": "12/30/2020 00:10:17",
      "content": "<p>You current model might get another 1 percent by slowing down the learning rate schedule - you have patience=2 - try 5-7.  Make early stopping 15-25 range.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1130592": "Hello Everyone,\nI am having trouble in scoring high besides my trained model was able to achieve accuracy of 87 percent my prediction score on leaderboard is less. Can anyone help me after reviewing my work\n\n[model training notebook](https://www.kaggle.com/anantgupt/cassava-leaf-doctor-model-training-keras)\n\n[submission](https://www.kaggle.com/anantgupt/cassava-leaf-doctor-submission)",
    "1131508": "Check the just published topic by @piantic (currently 5th place on public LB): https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/207450\n\nYou might want to try some of his suggestions.",
    "1131762": "You current model might get another 1 percent by slowing down the learning rate schedule - you have patience=2 - try 5-7.  Make early stopping 15-25 range."
  },
  "source": "meta"
}