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Benchmarks
Clustering on Path-based (test)
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4
Estimated Number of Clusters
XB index
1.92
2.46
3
3.54
Jun 2, 2026
Estimated Number of Clusters
ARI
NVI
Updated 1mo ago
Evaluation Results
Method
Method
Links
Estimated Number of Clusters
ARI
NVI
XB index
Algorithm=OPTICS, Tria...
2026.06
4
60
20
Dunn index
Base Algorithm=DBSCAN,...
2026.06
4
0.6
0.2
CH index
Base Algorithm=DBSCAN,...
2026.06
4
0.6
0.3
XB index
Base Algorithm=DBSCAN,...
2026.06
4
0.5
0.4
Silhouette index
Base Algorithm=DBSCAN,...
2026.06
4
0.6
0.3
Kernel with silhouette index
Base Algorithm=DBSCAN,...
2026.06
4
0.4
0.1
Dunn index
Algorithm=OPTICS, Tria...
2026.06
3
70
20
Kernel with silhouette index
Algorithm=OPTICS, Tria...
2026.06
3
80
10
CDL-CVI
Algorithm=OPTICS, Tria...
2026.06
3
88
13
CDL-CVI
Base Algorithm=DBSCAN,...
2026.06
3
0.81
0.14
DB index
Algorithm=OPTICS, Tria...
2026.06
2
70
20
CH index
Algorithm=OPTICS, Tria...
2026.06
2
70
40
Silhouette index
Algorithm=OPTICS, Tria...
2026.06
2
80
20
DB index
Base Algorithm=DBSCAN,...
2026.06
2
0.6
0.2
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