https://github.com/kohlerhector/dpdtreeestimator

A new tree-based sklearn estimator
https://github.com/kohlerhector/dpdtreeestimator

sklearn

Last synced: 8 days ago
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A new tree-based sklearn estimator

• Host: GitHub
• URL: https://github.com/kohlerhector/dpdtreeestimator
• Owner: KohlerHECTOR
• License: bsd-3-clause
• Created: 2024-09-17T00:12:51.000Z (about 2 months ago)
• Default Branch: master
• Last Pushed: 2024-10-23T12:56:09.000Z (16 days ago)
• Last Synced: 2024-10-25T15:19:50.742Z (14 days ago)
• Topics: sklearn
• Language: Python
• Homepage: https://kohlerhector.github.io/DPDTreeEstimator/
• Size: 19.5 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
Dynamic Programming Decision Trees

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![tests](https://github.com/scikit-learn-contrib/project-template/actions/workflows/python-app.yml/badge.svg)

[![codecov](https://codecov.io/gh/scikit-learn-contrib/project-template/graph/badge.svg?token=L0XPWwoPLw)](https://codecov.io/gh/scikit-learn-contrib/project-template)

![doc](https://github.com/scikit-learn-contrib/project-template/actions/workflows/deploy-gh-pages.yml/badge.svg)

### A new tree-based estimator.

### A pathological classification problem for trees.

![Pathological Problem](examples/patho_bounds_comparison.png)

### Comparison of different classifiers.

![Classifier Comparison](examples/compare_classif.png)

### Gradient Boosting

![GB Comparison](examples/gb_boosting_compare.png)