Скачать или смотреть Class 10 AI: Precision, Recall, F1 Score Explained | 2026 CBSE Board Prep | 2025 PYQ Covered!

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In this powerful and exam-focused video, we cover one of the most important and recently asked questions from the CBSE Class 10 Artificial Intelligence curriculum: How to find Precision, Recall, F1 Score, True Positive, False Positive, True Negative, and False Negative.

This concept appeared in the CBSE Board Examination 2025, and is highly expected to be a repeating trend in the 2026 board exam. That makes this video a must-watch for all students aiming to score full marks in the AI subject.

🔍 📌 What You'll Learn in This Video:
✅ What is Artificial Intelligence?
An easy-to-understand overview of AI, its growing role in modern technology, and why it's relevant in your syllabus.

✅ What is a Confusion Matrix?
A complete breakdown of the confusion matrix with real-world and relatable examples. Learn how it is used to evaluate the performance of AI models.

✅ Understanding the Four Key Terms:

True Positive (TP): Correctly predicted positive cases.

False Positive (FP): Incorrectly predicted as positive.

True Negative (TN): Correctly predicted negative cases.

False Negative (FN): Incorrectly predicted as negative.

✅ Formulas You Must Remember for Exam Success:

Precision = TP / (TP + FP)

Recall = TP / (TP + FN)

F1 Score = 2 × (Precision × Recall) / (Precision + Recall)

✅ Why These Metrics Matter?
Understand how these metrics help evaluate the accuracy and efficiency of an AI model, and why they are essential for understanding decision-making processes in real-world AI applications.

📘 Relevance for CBSE Board Exams:
📌 This topic was directly asked in the CBSE Class 10 Artificial Intelligence Board Exam 2025, and with the increasing importance of AI in the syllabus, it is very likely to appear again in 2026.

📌 This video is carefully designed to help you:

Understand the logic behind the formulas

Avoid common mistakes students make in exams

Practice with solved examples based on board exam pattern

💡 Exam Tips Included:
✨ Easy memory tricks
✨ Formula chart included in the video
✨ How to avoid confusion between Precision & Recall
✨ Difference between Accuracy and F1 Score
✨ PYQ (Previous Year Question) explained step by step

🎯 Who Should Watch This Video?
Class 10 CBSE students studying Artificial Intelligence

Students preparing for Board Exam 2026

Anyone wanting a clear and simple explanation of performance metrics in AI

Parents and teachers supporting student preparation

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📥 Comment below if you want notes or want us to cover another AI topic for Class 10 or any other subject!