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Benchmarks
Unsupervised Clustering on Dry Beans
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0.77
NMI
VillageNet-Heur
0.0732
0.2541
0.435
0.6159
Jan 16, 2025
NMI
ARI
Cluster Count
Time (sec)
Updated 4d ago
Evaluation Results
Method
Method
Links
NMI
ARI
Cluster Count
Time (sec)
VillageNet-Heur
Optimization Strategy=...
2025.01
0.77
0.73
7
1.7
VillageNet-Opt
Optimization Strategy=...
2025.01
0.76
0.72
7
23.1
Agglomerative
2025.01
0.73
0.66
-
9
K-Means
2025.01
0.71
0.67
-
0.2
Louvain
2025.01
0.65
0.46
15
4.6
Phenograph
2025.01
0.64
0.41
16
19.2
HDBScan
2025.01
0.155
0.04
7
3.1
OPTICS
2025.01
0.1
0
158
26.1
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