https://github.com/aenguerrand/thu-ml-irls

Machine learning IRLS for Logistic Regression :chart_with_upwards_trend:
https://github.com/aenguerrand/thu-ml-irls

algorithm machine-learning tsinghua-university

Last synced: 21 days ago
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Machine learning IRLS for Logistic Regression :chart_with_upwards_trend:

• Host: GitHub
• URL: https://github.com/aenguerrand/thu-ml-irls
• Owner: AEnguerrand
• License: mit
• Created: 2018-10-25T13:49:27.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-12-13T13:47:04.000Z (about 7 years ago)
• Last Synced: 2025-05-20T02:11:11.585Z (9 months ago)
• Topics: algorithm, machine-learning, tsinghua-university
• Language: Terra
• Homepage:
• Size: 530 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# thu-ml-IRLS

Machine learning IRLS for Logistic Regression :chart_with_upwards_trend:

## Datasets

- a9a/a9a: __Training dataset__

- a9a/a9a.t: __Testing dataset__

## Requirements

- Python 3

- Python packages: _numpy_, _matplotlib_

## Usage

````bash

python3 irls.py

````

## Results

:bar_chart: 85.01 % (accuracy on test dataset)

All results is print and somes figures is put inside _figures_ directory.