Practice Precision (30.3.2) - Confusion Matrix - CBSE 10 AI (Artificial Intelleigence)
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Precision

Practice - Precision

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is the formula for precision?

💡 Hint: Think about how we measure the accuracy of positive predictions.

Question 2 Easy

If a model has 7 True Positives and 3 False Positives, what is its precision?

💡 Hint: Use the precision formula.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What does precision measure?

The total correct predictions
The accuracy of positive predictions
The total number of predicted positives

💡 Hint: Focus on the definition of precision.

Question 2

Precision is calculated using which formula?

💡 Hint: Recall the components of the confusion matrix.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

A machine learning model for predicting customer churn has 80 True Positives and 20 False Positives. What is the precision?

💡 Hint: Use the precision formula.

Challenge 2 Hard

Design a scenario involving precision in a cybersecurity context, detailing the impact of false positives.

💡 Hint: Think about how accuracy affects response strategies.

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