---
title: "Discussion on \"Mastering Logistic Regression: Probability, Decision Boundaries, and Advanced Regularization\" | Hashnode"
description: "Discussion on \"Mastering Logistic Regression: Probability, Decision Boundaries, and Advanced Regularization\". Moving beyond basic classification: A deep dive into Cross-Entropy MLE, Elastic Net, and L-BFGS optimization."
url: "https://hashnode.com/posts/mastering-logistic-regression-probability-decision-boundaries-and-advanced-regularization/6a419083d33c94854b2c1e10"
---

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# [Mastering Logistic Regression: Probability, Decision Boundaries, and Advanced Regularization](https://rishiii2.hashnode.dev/mastering-logistic-regression-probability-decision-boundaries-and-advanced-regularization?utm_source=hashnode&utm_medium=feed)

Moving beyond basic classification: A deep dive into Cross-Entropy MLE, Elastic Net, and L-BFGS optimization.

Jun 28 · 7 min read · rishiii2.hashnode.dev  
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## Written by

[Rishikant](https://hashnode.com/@rishiii2)

@rishiii2 · Delhi, India

  
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Exploring the architecture of modern software.

Fascinated by AI and the future of tech. Engineering student @ DTU. Documenting my journey through code, sharing lessons, and trying to figure life out as I go.

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