7. Precision vs. Recall Explained In Hindi | Machine Learning Interview Questions
Автор: AI SayI
Загружено: 2025-10-11
Просмотров: 17
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Struggling to explain the difference between Precision and Recall in a technical interview? You're not alone. This short, clear video breaks down these critical machine learning metrics so you can answer with confidence.
In this guide, we cover:
🔹 What is Precision? Understanding its role in avoiding costly false positives with a real-world spam detection example.
🔹 What is Recall? Learning why it's crucial for avoiding false negatives in scenarios like medical diagnoses.
🔹 The key difference: A simple way to remember whether you need to be EXACT (Precision) or COMPREHENSIVE (Recall).
🔹 How the F1-Score creates a perfect balance when both precision and recall are equally important for your model's success.
This video is essential for any AI/ML Engineer, Data Scientist, or student preparing for technical interviews or looking to solidify their understanding of classification model evaluation. Stop memorizing definitions and start truly understanding the concepts.
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