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Improve model performance #19

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1 task done
MiguelAFH opened this issue Feb 18, 2025 · 0 comments
Open
1 task done

Improve model performance #19

MiguelAFH opened this issue Feb 18, 2025 · 0 comments
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@MiguelAFH @EthanRakutoBell
Labels
enhancement New feature or request

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@MiguelAFH
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Use Case

  1. Improve our dataset
  2. Finetune the model to pick only user coughs

Problem

Recall of model is around 50%, so want to improve that. The dataset is currently unbalanced

Solution

Train a ML model that solves the recall problem

Alternatives considered

Use the model as is

Additional context

No response

Code of Conduct

  • I agree to follow this project's Code of Conduct and Contributing Guidelines
@MiguelAFH MiguelAFH added the enhancement New feature or request label Feb 18, 2025
@MiguelAFH MiguelAFH moved this to Todo in 2025 CoughSync Feb 18, 2025
@MiguelAFH MiguelAFH changed the title 🚀 Major feature request: Remove this title with a descriptive title. Improve model performance Improve model performance Feb 18, 2025
@MiguelAFH MiguelAFH assigned MiguelAFH and unassigned MiguelAFH Feb 19, 2025
@EthanRakutoBell EthanRakutoBell self-assigned this Feb 19, 2025
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Assignees

@MiguelAFH MiguelAFH

@EthanRakutoBell EthanRakutoBell

Labels
enhancement New feature or request
Projects
2025 CoughSync
Status: Todo
Milestone
No milestone
Development

No branches or pull requests
2 participants
@MiguelAFH @EthanRakutoBell