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[![PyPI Downloads](https://static.pepy.tech/badge/linearboost)](https://pepy.tech/projects/linearboost)
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LinearBoost is a fast and accurate classification algorithm built to enhance the performance of the linear classifier SEFR. It combines efficiency and accuracy, delivering state-of-the-art F1 scores and classification performance.
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[📓 Demo Notebook: How to Use LinearBoost](notebooks/demo_linearboost_usage.ipynb)
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In benchmarks across seven well-known datasets, LinearBoost:

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