All Courses
Get the App Signup / Login
Sign in Open App
Class 10 Exam  >  Class 10 Tests  >  Test: - Class 10 MCQ

Test: - Class 10 MCQ


Test Description

10 Questions MCQ Test - Test:

Test: for Class 10 2024 is part of Class 10 preparation. The Test: questions and answers have been prepared according to the Class 10 exam syllabus.The Test: MCQs are made for Class 10 2024 Exam. Find important definitions, questions, notes, meanings, examples, exercises, MCQs and online tests for Test: below.
Solutions of Test: questions in English are available as part of our course for Class 10 & Test: solutions in Hindi for Class 10 course. Download more important topics, notes, lectures and mock test series for Class 10 Exam by signing up for free. Attempt Test: | 10 questions in 10 minutes | Mock test for Class 10 preparation | Free important questions MCQ to study for Class 10 Exam | Download free PDF with solutions
Test: - Question 1
Save

What is the primary purpose of evaluation in the AI project cycle?

Detailed Solution for Test: - Question 1
The primary purpose of evaluation in the AI project cycle is to check the reliability of the AI model. It helps determine if the model is performing as expected and if it can make accurate predictions or classifications based on the test dataset.
Test: - Question 2
Save

Why is it not recommended to use the same data for both building and evaluating an AI model?

Detailed Solution for Test: - Question 2
It is not recommended to use the same data for both building and evaluating an AI model because doing so can lead to overfitting. Overfitting occurs when the model memorizes the training set and performs well on it but fails to generalize to new, unseen data.
1 Crore+ students have signed up on EduRev. Have you? Download the App
Test: - Question 3
Save

In the context of AI evaluation, what is a "True Negative"?

Detailed Solution for Test: - Question 3
A "True Negative" occurs when the model predicts "No," and the reality is also "No." In other words, the model correctly identifies a negative condition.
Test: - Question 4
Save
Why is a high Precision value important in some AI applications?
Detailed Solution for Test: - Question 4
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.
Test: - Question 5
Save
In which scenario would a high F1 Score be considered ideal?
Detailed Solution for Test: - Question 5
A high F1 Score is considered ideal when both Precision and Recall are high. This indicates that the model has a good balance between making accurate positive predictions (high Precision) and correctly identifying positive cases (high Recall).
Test: - Question 6
Save
Why is it important to consider both Precision and Recall in evaluating an AI model?
Detailed Solution for Test: - Question 6
It is important to consider both Precision and Recall in evaluating an AI model because they focus on different aspects of model performance. Precision deals with false positives, while Recall deals with false negatives. A good model should strike a balance between minimizing both types of errors.
Test: - Question 7
Save
What is the range of values for the F1 Score?
Detailed Solution for Test: - Question 7
The range of values for the F1 Score is from 0 to 1. It is a decimal value that indicates the balance between Precision and Recall, with 1 being the ideal value.
Test: - Question 8
Save
In which case would a False Negative be more costly?
Detailed Solution for Test: - Question 8
A False Negative would be more costly in the case of predicting viral outbreaks. If the model fails to detect a viral outbreak (False Negative), it can have severe consequences, affecting the health and lives of many people.
Test: - Question 9
Save
What is the F1 Score?
Detailed Solution for Test: - Question 9
The F1 Score is a measure of the balance between Precision and Recall. It takes into account both metrics to provide a single value that reflects the overall performance of the model.
Test: - Question 10
Save
What does the precision evaluation metric primarily take into account?
Detailed Solution for Test: - Question 10
Precision primarily takes into account True Positives and False Positives. It measures the accuracy of positive predictions made by the model.
Information about Test: Page
In this test you can find the Exam questions for Test: solved & explained in the simplest way possible. Besides giving Questions and answers for Test: , EduRev gives you an ample number of Online tests for practice

Top Courses for Class 10

Download as PDF

Top Courses for Class 10

Important Questions for

Find all the important questions for at EduRev.Get fully prepared for with EduRev's comprehensive question bank and test resources. Our platform offers a diverse range of question papers covering various topics within the syllabus. Whether you need to review specific subjects or assess your overall readiness, EduRev has you covered. The questions are designed to challenge you and help you gain confidence in tackling the actual exam. Maximize your chances of success by utilizing EduRev's extensive collection of resources.

MCQs with Answers

Prepare for the within the Class 10 exam with comprehensive MCQs and answers at EduRev. Our platform offers a wide range of practice papers, question papers, and mock tests to familiarize you with the exam pattern and syllabus. Access the best books, study materials, and notes curated by toppers to enhance your preparation. Stay updated with the exam date and receive expert preparation tips and paper analysis. Visit EduRev's official website today and access a wealth of videos and coaching resources to excel in your exam.

Online Tests for

Practice with a wide array of question papers that follow the exam pattern and syllabus. Our platform offers a user-friendly interface, allowing you to track your progress and identify areas for improvement. Access detailed solutions and explanations for each test to enhance your understanding of concepts. With EduRev's Online Tests, you can build confidence, boost your performance, and ace with ease. Join thousands of successful students who have benefited from our trusted online resources.
© 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