Alerts Wishlist Cart

What is the main limitation of using accuracy as an evaluation metric?

Practice Questions

1 question
Q1
What is the main limitation of using accuracy as an evaluation metric?
  1. It does not account for false positives and false negatives
  2. It is only applicable to regression problems
  3. It requires a large dataset to be effective
  4. It is difficult to calculate

Questions & Step-by-step Solutions

1 item
Q
Q: What is the main limitation of using accuracy as an evaluation metric?
Solution: Accuracy can be misleading in cases of class imbalance, as it does not differentiate between types of errors.
Steps: 0

Related Questions

W
What is the main function of an activation function in a neural network?
Question: What is the main function of an activation function in a neural network?Options: To initia..
W
Which of the following is an example of unsupervised learning?
Question: Which of the following is an example of unsupervised learning?Options: Image classificatio..
W
Which of the following is an example of cloud storage?
Question: Which of the following is an example of cloud storage?Options: Google DriveUSB Flash Drive..
W
What does the term 'feature engineering' refer to?
Question: What does the term \'feature engineering\' refer to?Options: The process of selecting a mo..
W
Which neural network architecture is primarily used for image recognition tasks?
Question: Which neural network architecture is primarily used for image recognition tasks?Options: R..
Biology (School & UG)
Biology (School & UG)
Chemistry (School & UG)
Chemistry (School & UG)
Civil Engineering
Civil Engineering
Commerce & Accountancy
Commerce & Accountancy
Computer Science & IT
Computer Science & IT
Current Affairs & GK
Current Affairs & GK
Data Structures & Algorithms
Data Structures & Algorithms
eBooks
eBooks
Electrical & Electronics Engineering
Electrical & Electronics Engineering
English (School)
English (School)
General Aptitude
General Aptitude
General Knowledge
General Knowledge
General Knowledge & Current Affairs
General Knowledge & Current Affairs
Languages & Literature
Languages & Literature
Law & Legal Studies
Law & Legal Studies
Major Competitive Exams
Major Competitive Exams
Mathematics (School)
Mathematics (School)
Mechanical Engineering
Mechanical Engineering
Medical Science
Medical Science
Physics (School & Undergraduate)
Physics (School & Undergraduate)
Quantitative Aptitude & Reasoning
Quantitative Aptitude & Reasoning
Social Science (School)
Social Science (School)
Technical
Technical
Verbal and Reasoning
Verbal and Reasoning
Vocational & Skill Development
Vocational & Skill Development
Soulshift Feedback ×

On a scale of 0–10, how likely are you to recommend The Soulshift Academy?

Not likely Very likely