{ "id": 358136, "title": "Ridiculously simple submission would have been in 31st place...", "url": "/competitions/mayo-clinic-strip-ai/discussion/358136", "author_name": "Chris X", "post_date": "2022-10-06T18:18:55.546000", "votes": 4, "comment_count": 2, "views": 0, "content": "

A simple dummy construction would have scored 0.68251 on private leaderboard 😲. Pure madness… πŸ˜‚

\n

See here:
\nhttps://www.kaggle.com/code/docxian/strip-ai-eda-of-structured-data?scriptVersionId=100413544

", "messages": [ { "id": 1975351, "postDate": "2022-10-06T18:18:55.547Z", "content": "

A simple dummy construction would have scored 0.68251 on private leaderboard 😲. Pure madness… πŸ˜‚

\n

See here:
\nhttps://www.kaggle.com/code/docxian/strip-ai-eda-of-structured-data?scriptVersionId=100413544

", "rawMarkdown": "A simple dummy construction would have scored 0.68251 on private leaderboard 😲. Pure madness... πŸ˜‚\n\nSee here: \nhttps://www.kaggle.com/code/docxian/strip-ai-eda-of-structured-data?scriptVersionId=100413544\n", "votes": 4 }, { "id": 1975707, "postDate": "2022-10-07T01:21:33.357Z", "content": "

It's a good observation and I believe shows that the MSB histology stain is not a sufficient assay for this task. At a high level, almost 900 teams tried and only a few barely beat a dummy predictor. And I am skeptical that the performance of any model presented would be considered by a physician as sufficient to deviate from standard of care.

\n

I discuss these issues and suggest a new path forward with alternative assays like mass spectrometry here.

", "rawMarkdown": "It's a good observation and I believe shows that the MSB histology stain is not a sufficient assay for this task. At a high level, almost 900 teams tried and only a few barely beat a dummy predictor. And I am skeptical that the performance of any model presented would be considered by a physician as sufficient to deviate from standard of care.\n\nI discuss these issues and suggest a new path forward with alternative assays like mass spectrometry [here](https://www.kaggle.com/competitions/mayo-clinic-strip-ai/discussion/358023).", "votes": 2 }, { "id": 1975368, "postDate": "2022-10-06T18:24:00.653Z", "content": "

Of course, it was unselectable having public score 2.23158… πŸ™„

", "rawMarkdown": "Of course, it was unselectable having public score 2.23158... πŸ™„" } ], "comments": [ { "id": 1975707, "author_name": "Joe Marturano", "author_url": "", "post_date": "2022-10-07T01:21:33.357000", "content": "

It's a good observation and I believe shows that the MSB histology stain is not a sufficient assay for this task. At a high level, almost 900 teams tried and only a few barely beat a dummy predictor. And I am skeptical that the performance of any model presented would be considered by a physician as sufficient to deviate from standard of care.

\n

I discuss these issues and suggest a new path forward with alternative assays like mass spectrometry here.

", "votes": 2, "replies": [] }, { "id": 1975368, "author_name": "Chris X", "author_url": "", "post_date": "2022-10-06T18:24:00.653000", "content": "

Of course, it was unselectable having public score 2.23158… πŸ™„

", "votes": 0, "replies": [] } ], "raw_markdown_by_id": { "1975351": "A simple dummy construction would have scored 0.68251 on private leaderboard 😲. Pure madness... πŸ˜‚\n\nSee here: \nhttps://www.kaggle.com/code/docxian/strip-ai-eda-of-structured-data?scriptVersionId=100413544\n", "1975707": "It's a good observation and I believe shows that the MSB histology stain is not a sufficient assay for this task. At a high level, almost 900 teams tried and only a few barely beat a dummy predictor. And I am skeptical that the performance of any model presented would be considered by a physician as sufficient to deviate from standard of care.\n\nI discuss these issues and suggest a new path forward with alternative assays like mass spectrometry [here](https://www.kaggle.com/competitions/mayo-clinic-strip-ai/discussion/358023).", "1975368": "Of course, it was unselectable having public score 2.23158... πŸ™„" } }