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📊 Logistic Regression Explained | Binary Classification in Machine Learning
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YouTubeFocal Media & ModNexus
📊 Logistic Regression Explained | Binary Classification in Machine Learning
Master logistic regression in AI – a powerful technique for binary classification! Learn how it models the probability of outcomes using the logistic function to predict categories like yes/no or true/false. Understand the math behind the sigmoid curve, how coefficients influence predictions, and why logistic regression is vital for decision ...
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🔥 Day 141 Building an AI Spam Filter Using Logistic Regression! 🔥 Using the best coding AI tools, today I created a model that can detect spam messages automatically using logistic regression. 📩🤖 In this lesson, I break down how the model: 🔹 Converts text into numbers (TF-IDF / Bag-of-Words) 🔹 Learns patterns from spam non-spam datasets 🔹 Predicts whether a message is spam or safe 🔹 Uses sigmoid function to classify with probability 🔹 Improves accuracy with regularization tuning 📌 Why
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