Alerts
Wishlist
Cart
Sign In
Categories
Current Affairs & GK
Current Affairs
Show All Current Affairs & GK
eBooks
General Aptitude
Arithmetic Aptitude
Data Interpretation
Show All General Aptitude
General Knowledge
Basic General Knowledge
General Science
Show All General Knowledge
Medical Science
Anatomy
Biochemical Engineering
Biochemistry
Biotechnology
Microbiology
Show All Medical Science
Technical
Database
Digital Electronics
Electronics
Networking
Show All Technical
Verbal and Reasoning
Logical Reasoning
Verbal Ability
Verbal Reasoning
Show All Verbal and Reasoning
In a clustering case study, which metric is often used to evaluate the quality o
Practice Questions
Q1
In a clustering case study, which metric is often used to evaluate the quality of clusters?
Mean Squared Error
Silhouette Score
Accuracy
F1 Score
Questions & Step-by-Step Solutions
In a clustering case study, which metric is often used to evaluate the quality of clusters?
Steps
Concepts
Step 1: Understand what clustering is. Clustering is a way to group similar items together.
Step 2: Know that we want to check how good these groups (clusters) are.
Step 3: Learn about the Silhouette Score. It is a number that helps us see how well the items are grouped.
Step 4: The Silhouette Score compares how close an item is to its own group versus how close it is to other groups.
Step 5: A higher Silhouette Score means better clustering, as it shows items are well matched to their own group and far from others.
No concepts available.
‹
Biology (School & UG)
Chemistry (School & UG)
Civil Engineering
Commerce & Accountancy
Computer Science & IT
Current Affairs & GK
Data Structures & Algorithms
eBooks
Electrical & Electronics Engineering
English (School)
General Aptitude
General Knowledge
General Knowledge & Current Affairs
Languages & Literature
Law & Legal Studies
Major Competitive Exams
Mathematics (School)
Mechanical Engineering
Medical Science
Physics (School & Undergraduate)
Quantitative Aptitude & Reasoning
Social Science (School)
Technical
Verbal and Reasoning
Vocational & Skill Development
›
Soulshift Feedback
×
On a scale of 0–10, how likely are you to recommend
The Soulshift Academy
?
0
1
2
3
4
5
6
7
8
9
10
Not likely
Very likely
✕
↑