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smartcorelib / smartcore

A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
https://smartcorelib.org/
Apache License 2.0
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feature request: extra-trees classifier and regressor #183

Open NikZak opened 2 years ago

NikZak commented 2 years ago

This is an ensemble tree-based method similar to random forest but with more regularisation. In my experience, it works better than random forest

Mec-iS commented 2 years ago

Thanks, can you point out to an existing implementation? we try to follow API standards set by sklearn

NikZak commented 2 years ago

Both Extra-trees regressor and classifier are here https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/tree/_classes.py