All Categories Alerts Wishlist Cart

Which of the following scenarios is K-means clustering NOT suitable for?

Practice Questions

1 question
Q1
Which of the following scenarios is K-means clustering NOT suitable for?
  1. When clusters are spherical and evenly sized
  2. When the number of clusters is known
  3. When clusters have varying densities
  4. When outliers are present in the data

Questions & Step-by-step Solutions

1 item
Q
Q: Which of the following scenarios is K-means clustering NOT suitable for?
Solution: K-means is not suitable for clusters with varying densities, as it assumes clusters are spherical and of similar size.
Steps: 0

Related Questions

W
Which of the following scenarios is best suited for hierarchical clustering?
Question: Which of the following scenarios is best suited for hierarchical clustering?Options: When ..
W
What is the purpose of a confusion matrix?
Question: What is the purpose of a confusion matrix?Options: To visualize the performance of a regre..
I
In hierarchical clustering, what is agglomerative clustering?
Question: In hierarchical clustering, what is agglomerative clustering?Options: A bottom-up approach..
W
Which algorithm is commonly used for clustering?
Question: Which algorithm is commonly used for clustering?Options: Linear RegressionK-MeansSupport V..
W
What is a common application of clustering in marketing?
Question: What is a common application of clustering in marketing?Options: Predicting customer behav..
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
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