Class 10 Exam > Class 10 Questions > Why is a high Precision value important in so...
Start Learning for Free
Why is a high Precision value important in some AI applications?
- a)It ensures a low False Positive rate, reducing costly errors.
- b)It maximizes the True Negative rate.
- c)It guarantees a high Recall value.
- d)It minimizes the number of True Positives.
Correct answer is option 'A'. Can you explain this answer?
Most Upvoted Answer
Why is a high Precision value important in some AI applications?a)It e...
A high Precision value is important in some AI applications because it ensures a low False Positive rate, reducing costly errors. For example, in medical diagnosis, a high Precision means fewer false alarms, which can be critical for patient health.
Free Test
FREE
| Start Free Test |
Community Answer
Why is a high Precision value important in some AI applications?a)It e...
Importance of High Precision in AI Applications
Low False Positive Rate
- A high Precision value in AI applications ensures a low False Positive rate, which means that the system is less likely to incorrectly identify something as positive when it is actually negative.
- This is crucial in applications where misclassifications can lead to costly errors or consequences, such as in medical diagnosis or financial fraud detection.
- By minimizing False Positives, high Precision helps maintain the accuracy and reliability of the AI system.
Reducing Costly Errors
- High Precision helps in reducing costly errors by focusing on minimizing the number of false alarms or incorrect identifications.
- This is particularly important in scenarios where the impact of a false alarm or misclassification can be significant, leading to loss of resources, time, or trust in the system.
- With a high Precision value, the AI system can make more confident and accurate decisions, thus reducing the chances of costly errors.
In conclusion, a high Precision value is important in some AI applications because it ensures a low False Positive rate, reducing costly errors and improving the overall reliability and accuracy of the system.
|
Explore Courses for Class 10 exam
|
|
Top Courses for Class 10View all
Question Description
Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? for Class 10 2025 is part of Class 10 preparation. The Question and answers have been prepared according to the Class 10 exam syllabus. Information about Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? covers all topics & solutions for Class 10 2025 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer?.
Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? for Class 10 2025 is part of Class 10 preparation. The Question and answers have been prepared according to the Class 10 exam syllabus. Information about Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? covers all topics & solutions for Class 10 2025 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer?.
Solutions for Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? in English & in Hindi are available as part of our courses for Class 10.
Download more important topics, notes, lectures and mock test series for Class 10 Exam by signing up for free.
Here you can find the meaning of Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? defined & explained in the simplest way possible. Besides giving the explanation of
Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer?, a detailed solution for Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? has been provided alongside types of Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? theory, EduRev gives you an
ample number of questions to practice Why is a high Precision value important in some AI applications?a)It ensures a low False Positive rate, reducing costly errors.b)It maximizes the True Negative rate.c)It guarantees a high Recall value.d)It minimizes the number of True Positives.Correct answer is option 'A'. Can you explain this answer? tests, examples and also practice Class 10 tests.
|
|
Explore Courses for Class 10 exam
|
|
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
|
© EduRev
|
Education Revolution
|
|
Signup to see your scores
go up within 7 days!
Access 1000+ FREE Docs, Videos and Tests
Takes less than 10 seconds to signup