2) Classification — Predicting Categories

** Introduction to Machine Learning & AI with Python
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💡 Classification — Predicting Categories

Classification is used when you want to assign something to a group or label.

👉 Think: “Which type?” or “Which category?”


The model draws a decision boundary:
  • Left side → one category
  • Right side → another

📧 Real-Life Examples

  • Email → Spam or Not Spam
  • Medical test → Disease or No Disease
  • Image → Cat, Dog, or Other
  • Customer → Will Buy or Won’t Buy

🧠 One-Line Summary

Classification = predicting a label or category

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