https://github.com/miozilla/avalanchemior

avalanchemior : Safety & Rescue Technology # Optimize Model Performance # ROC # AUC # scikit-learn
https://github.com/miozilla/avalanchemior

Last synced: 5 months ago
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avalanchemior : Safety & Rescue Technology # Optimize Model Performance # ROC # AUC # scikit-learn

• Host: GitHub
• URL: https://github.com/miozilla/avalanchemior
• Owner: miozilla
• Created: 2025-08-06T04:45:44.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2025-08-06T05:28:48.000Z (11 months ago)
• Last Synced: 2025-08-29T13:54:35.901Z (10 months ago)
• Homepage:
• Size: 2.93 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# avalanchemior ⛷️🗻

avalanchemior : Safety & Rescue Technology # Optimize Model Performance # ROC # AUC # scikit-learn

## Objective

- Create Receiver Operating Characteristic (ROC) curves.

- Explore how to assess and compare models using these curves

- Practice fine-tuning a model using characteristics plotted on ROC curves

- Tune area under the curve (AUC)

## 	Measure and optimize model performance with ROC and AUC 

![avalanchemior001.png](./media/avalanchemior001.png)

![avalanchemior002.png](./media/avalanchemior002.png)

![avalanchemior003.png](./media/avalanchemior003.png)

![avalanchemior004.png](./media/avalanchemior004.png)

![avalanchemior005.png](./media/avalanchemior005.png)

![avalanchemior006.png](./media/avalanchemior006.png)

![avalanchemior007.png](./media/avalanchemior007.png)

![avalanchemior008.png](./media/avalanchemior008.png)