Alerts Wishlist Cart

Which metric is best suited for evaluating a model's performance on an imbalanced dataset?

Practice Questions

1 question
Q1
Which metric is best suited for evaluating a model's performance on an imbalanced dataset?
  1. Accuracy
  2. Precision
  3. Recall
  4. F1 Score

Questions & Step-by-step Solutions

1 item
Q
Q: Which metric is best suited for evaluating a model's performance on an imbalanced dataset?
Solution: F1 Score is a better metric for imbalanced datasets as it considers both precision and recall, providing a balance between them.
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 a type of malware?
Question: Which of the following is a type of malware?Options: AntivirusSpywareFirewallRouterCorrect..
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..
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