{
  "id": 376741,
  "title": "Thoughts on using siamese network to tackle imbalanced data problem",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/376741",
  "author_name": "pranav",
  "post_date": "2023-01-08T08:53:14.467000",
  "votes": 0,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I know siamese network is used in image similarity and distance problems. If we can somehow can get good feature extractor using this, we can plot feature space for validation dataset,how good our feature extractor is and add svm or a basic nn for binary classification. Do you think this is viable?</p>",
  "messages": [
    {
      "id": 2151139,
      "postDate": "2023-02-19T21:15:48.580Z",
      "content": "<p>There might be some teams at top of LB who are employing Sianese Network.<br>\nI spent a lot of time on <strong>Prototype Network</strong> but it didn't work for me. There is not much time left for me to try Siamese Network, but I think it could potentially be a winner solution for this competition.</p>",
      "rawMarkdown": "There might be some teams at top of LB who are employing Sianese Network.\nI spent a lot of time on **Prototype Network** but it didn't work for me. There is not much time left for me to try Siamese Network, but I think it could potentially be a winner solution for this competition."
    },
    {
      "id": 2091320,
      "postDate": "2023-01-08T08:53:14.467Z",
      "content": "<p>I know siamese network is used in image similarity and distance problems. If we can somehow can get good feature extractor using this, we can plot feature space for validation dataset,how good our feature extractor is and add svm or a basic nn for binary classification. Do you think this is viable?</p>",
      "rawMarkdown": "I know siamese network is used in image similarity and distance problems. If we can somehow can get good feature extractor using this, we can plot feature space for validation dataset,how good our feature extractor is and add svm or a basic nn for binary classification. Do you think this is viable?"
    }
  ],
  "comments": [
    {
      "id": 2151139,
      "author_name": "Rasoul Mojtahedzadeh",
      "author_url": "",
      "post_date": "2023-02-19T21:15:48.580000",
      "content": "<p>There might be some teams at top of LB who are employing Sianese Network.<br>\nI spent a lot of time on <strong>Prototype Network</strong> but it didn't work for me. There is not much time left for me to try Siamese Network, but I think it could potentially be a winner solution for this competition.</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2151139": "There might be some teams at top of LB who are employing Sianese Network.\nI spent a lot of time on **Prototype Network** but it didn't work for me. There is not much time left for me to try Siamese Network, but I think it could potentially be a winner solution for this competition.",
    "2091320": "I know siamese network is used in image similarity and distance problems. If we can somehow can get good feature extractor using this, we can plot feature space for validation dataset,how good our feature extractor is and add svm or a basic nn for binary classification. Do you think this is viable?"
  }
}