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Benchmarks
Clustering on Jain’s Toy (test)
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4
Estimated Clusters
DB index
0.88
1.69
2.5
3.31
Jun 2, 2026
Estimated Clusters
ARI
NVI
Updated 1mo ago
Evaluation Results
Method
Method
Links
Estimated Clusters
ARI
NVI
DB index
Algorithm=OPTICS, Tria...
2026.06
4
70
20
Dunn index
Algorithm=OPTICS, Tria...
2026.06
4
50
20
XB index
Algorithm=OPTICS, Tria...
2026.06
4
50
30
DB index
Base Algorithm=DBSCAN,...
2026.06
4
0.7
0.2
Kernel with silhouette index
Base Algorithm=DBSCAN,...
2026.06
4
0.5
0.1
CH index
Algorithm=OPTICS, Tria...
2026.06
3
60
30
Kernel with silhouette index
Algorithm=OPTICS, Tria...
2026.06
3
40
10
Silhouette index
Algorithm=OPTICS, Tria...
2026.06
2
80
20
CDL-CVI
Algorithm=OPTICS, Tria...
2026.06
2
93
11
Dunn index
Base Algorithm=DBSCAN,...
2026.06
2
0.8
0.1
CH index
Base Algorithm=DBSCAN,...
2026.06
2
0.6
0.2
Silhouette index
Base Algorithm=DBSCAN,...
2026.06
2
0.8
0.2
CDL-CVI
Base Algorithm=DBSCAN,...
2026.06
2
0.89
0.13
XB index
Base Algorithm=DBSCAN,...
2026.06
1
0.8
0.2
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