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## Conclusion
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Logistic regression is a fundamental classification technique that is easy to implement and interpret. It is a powerful tool for binary classification problems and provides a probabilistic framework for predicting binary outcomes.
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## References
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- [Scikit-learn Documentation](https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression)
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- [Wikipedia: Logistic Regression](https://en.wikipedia.org/wiki/Logistic_regression)
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- [Towards Data Science: Understanding Logistic Regression](https://towardsdatascience.com/understanding-logistic-regression-9b02c2aec102)
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