hengzhe-zhang / scikit-obliquetree

Oblique Decision Tree in Python
Apache License 2.0
16 stars 3 forks source link

Classification Oblique tree #51

Open noycohen100 opened 3 years ago

noycohen100 commented 3 years ago

Hi, Is it possible to use this package for a classification task?

github-actions[bot] commented 3 years ago

Hello @noycohen100, thank you for your interest in our work!

If this is a bug report, please provide screenshots and minimum viable code to reproduce your issue, otherwise we can not help you.

hengzhe-zhang commented 3 years ago

Thanks for your interest! This package does not support classification up to now. In fact, this is a package that only acted as baseline methods in my research paper. If you want to use an oblique decision tree for real-world machine learning tasks, I recommend you to use "[Evolutionary Forest]"(https://github.com/zhenlingcn/EvolutionaryForest).

noycohen100 commented 3 years ago

Thank you very much! But where can I find in your package "Evolutionary Forest", an implementation for oblique tree?

‫בתאריך יום ב׳, 15 בנוב׳ 2021 ב-11:58 מאת ‪Hengzhe Zhang‬‏ <‪ @.***‬‏>:‬

Thanks for your interest! This package does not support classification up to now. In fact, this is a package that only acted as baseline methods in my research paper. If you want to use an oblique decision tree for real-world machine learning tasks, I recommend you to use "[Evolutionary Forest]"(https://github.com/zhenlingcn/EvolutionaryForest).

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hengzhe-zhang commented 3 years ago

@noycohen100 Here is a tutorial for Evolutionary Forest. https://github.com/zhenlingcn/EvolutionaryForest/blob/master/tutorial/diabetes_regression.ipynb