{
  "id": 528696,
  "title": "Current progress, Observation.",
  "url": "/competitions/rsna-2024-lumbar-spine-degenerative-classification/discussion/528696",
  "author_name": "",
  "post_date": "2024-08-16T19:35:34.418590200Z",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I have noticed that some of the labels are wrong for l2/l3, l3/l4, l4/l5 and only correct mostly for the rest.</p>\n<p>CURRENT PROGRESS:</p>\n<p>Epoch 1/30, Loss: 0.6044</p>\n<p>Validation Loss: 0.4841, Accuracy: 89.96%<br>\nSaved new best model</p>\n<p>Epoch 2/30, Loss: 0.5204</p>\n<p>Validation Loss: 0.4704, Accuracy: 86.60%<br>\nSaved new best model</p>\n<p>Epoch 3/30, Loss: 0.4536</p>\n<p>Validation Loss: 0.4494, Accuracy: 88.98%<br>\nSaved new best model</p>\n<p>Epoch 4/30, Loss: 0.4157</p>\n<p>Validation Loss: 0.4066, Accuracy: 89.81%<br>\nSaved new best model</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F21070744%2Fddf04ebeab2b258a526691257c5c4b04%2FNNNNSNSNSNSNSN.png?generation=1723836923817773&amp;alt=media\" alt=\"\">          </p>",
  "messages": [
    {
      "id": "2961671",
      "postDate": "08/16/2024 19:35:34",
      "content": "<p>I have noticed that some of the labels are wrong for l2/l3, l3/l4, l4/l5 and only correct mostly for the rest.</p>\n<p>CURRENT PROGRESS:</p>\n<p>Epoch 1/30, Loss: 0.6044</p>\n<p>Validation Loss: 0.4841, Accuracy: 89.96%<br>\nSaved new best model</p>\n<p>Epoch 2/30, Loss: 0.5204</p>\n<p>Validation Loss: 0.4704, Accuracy: 86.60%<br>\nSaved new best model</p>\n<p>Epoch 3/30, Loss: 0.4536</p>\n<p>Validation Loss: 0.4494, Accuracy: 88.98%<br>\nSaved new best model</p>\n<p>Epoch 4/30, Loss: 0.4157</p>\n<p>Validation Loss: 0.4066, Accuracy: 89.81%<br>\nSaved new best model</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F21070744%2Fddf04ebeab2b258a526691257c5c4b04%2FNNNNSNSNSNSNSN.png?generation=1723836923817773&amp;alt=media\" alt=\"\">          </p>",
      "rawMarkdown": "I have noticed that some of the labels are wrong for l2/l3, l3/l4, l4/l5 and only correct mostly for the rest.\n\nCURRENT PROGRESS:\n\nEpoch 1/30, Loss: 0.6044\n                                                                             \nValidation Loss: 0.4841, Accuracy: 89.96%\nSaved new best model\n                                                                                 \nEpoch 2/30, Loss: 0.5204\n                                                                             \nValidation Loss: 0.4704, Accuracy: 86.60%\nSaved new best model\n                                                                                 \nEpoch 3/30, Loss: 0.4536\n                                                                  \nValidation Loss: 0.4494, Accuracy: 88.98%\nSaved new best model\n                                                                                 \nEpoch 4/30, Loss: 0.4157\n                                                                             \nValidation Loss: 0.4066, Accuracy: 89.81%\nSaved new best model\n\n ![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F21070744%2Fddf04ebeab2b258a526691257c5c4b04%2FNNNNSNSNSNSNSN.png?generation=1723836923817773&alt=media)",
      "votes": null
    },
    {
      "id": "2961810",
      "postDate": "08/16/2024 22:58:08",
      "content": "<p>Hey, are you looking at some semi-supervised model for re-correcting or labelling the outputs correctly?</p>",
      "rawMarkdown": "Hey, are you looking at some semi-supervised model for re-correcting or labelling the outputs correctly?",
      "votes": null
    },
    {
      "id": "2961821",
      "postDate": "08/16/2024 23:10:46",
      "content": "<p>are you using a two stage approach.</p>",
      "rawMarkdown": "are you using a two stage approach.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2961810,
      "author_name": "sethpointaverage",
      "author_url": "",
      "post_date": "08/16/2024 22:58:08",
      "content": "<p>Hey, are you looking at some semi-supervised model for re-correcting or labelling the outputs correctly?</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2961821,
      "author_name": "theexaltedone",
      "author_url": "",
      "post_date": "08/16/2024 23:10:46",
      "content": "<p>are you using a two stage approach.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2961671": "I have noticed that some of the labels are wrong for l2/l3, l3/l4, l4/l5 and only correct mostly for the rest.\n\nCURRENT PROGRESS:\n\nEpoch 1/30, Loss: 0.6044\n                                                                             \nValidation Loss: 0.4841, Accuracy: 89.96%\nSaved new best model\n                                                                                 \nEpoch 2/30, Loss: 0.5204\n                                                                             \nValidation Loss: 0.4704, Accuracy: 86.60%\nSaved new best model\n                                                                                 \nEpoch 3/30, Loss: 0.4536\n                                                                  \nValidation Loss: 0.4494, Accuracy: 88.98%\nSaved new best model\n                                                                                 \nEpoch 4/30, Loss: 0.4157\n                                                                             \nValidation Loss: 0.4066, Accuracy: 89.81%\nSaved new best model\n\n ![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F21070744%2Fddf04ebeab2b258a526691257c5c4b04%2FNNNNSNSNSNSNSN.png?generation=1723836923817773&alt=media)",
    "2961810": "Hey, are you looking at some semi-supervised model for re-correcting or labelling the outputs correctly?",
    "2961821": "are you using a two stage approach."
  },
  "source": "meta"
}