Class-to-Cluster Evaluation Survey Form
Evaluate how well unsupervised-learning clusters correspond to known classes.
Your role in this evaluation
*
Please Select
Data scientist
Machine learning engineer
Researcher or academic
Domain expert
Student or trainee
Other
Evaluation context or dataset description
*
Known class labels
*
Cluster labels
*
Class-to-cluster mapping: for each class, select the cluster it maps to
*
Rows
Mapped cluster
Class 1
Cluster 1
Cluster 2
Cluster 3
Cluster 4
Cluster 5
No clear match
Class 2
Cluster 1
Cluster 2
Cluster 3
Cluster 4
Cluster 5
No clear match
Class 3
Cluster 1
Cluster 2
Cluster 3
Cluster 4
Cluster 5
No clear match
Class 4
Cluster 1
Cluster 2
Cluster 3
Cluster 4
Cluster 5
No clear match
Class 5
Cluster 1
Cluster 2
Cluster 3
Cluster 4
Cluster 5
No clear match
Overall, how well do the clusters align with the known classes?
*
Very poorly
1
2
3
4
Very well
5
1 is Very poorly, 5 is Very well
How consistent are the members within the mapped clusters?
*
Not at all consistent
1
2
3
4
Very consistent
5
1 is Not at all consistent, 5 is Very consistent
Describe notable mismatches or provide examples
How confident are you in this evaluation?
*
Not at all confident
1
2
3
4
Very confident
5
1 is Not at all confident, 5 is Very confident
What improvements would you suggest?
Submit Evaluation
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