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ResearchFormerly WizWand

Customer Segmentation on B2B Customer Dataset

0.712Silhouette ScoreSpectral
0.2811280.3929890.504850.616711May 16, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Spectralk=4, Distance Measure=CID, Weighting Strategy=Adaptive MCDM2026.050.712252.31
Spectralk=6, Distance Measure=CID, Weighting Strategy=Adaptive MCDM2026.050.6577223.69
Spectralk=5, Distance Measure=CID, Weighting Strategy=Adaptive MCDM2026.050.6464290.6
Spectralk=4, Distance Measure=CID, Weighting Strategy=Fixed MCDM2026.050.6212251.2
Spectralk=5, Distance Measure=CID, Weighting Strategy=Fixed MCDM2026.050.6142225.17
Spectralk=6, Distance Measure=CID, Weighting Strategy=Fixed MCDM2026.050.5926225.15
Hierarchicalk=4, Distance Measure=CID, Weighting Strategy=Adaptive MCDM2026.050.5826711.94
Hierarchicalk=4, Distance Measure=CID, Weighting Strategy=Fixed MCDM2026.050.5712657.23
Hierarchicalk=5, Distance Measure=CID, Weighting Strategy=Adaptive MCDM2026.050.5127585.19
Hierarchicalk=6, Distance Measure=CID, Weighting Strategy=Adaptive MCDM2026.050.5084469.43
Hierarchicalk=5, Distance Measure=CID, Weighting Strategy=Fixed MCDM2026.050.5025457.58
K-Meansk=4, Distance Measure=Euclidean, Weighting Strategy=Adaptive MCDM2026.050.4745215.25
Hierarchicalk=6, Distance Measure=CID, Weighting Strategy=Fixed MCDM2026.050.4717378.48
K-Meansk=5, Distance Measure=Euclidean, Weighting Strategy=Adaptive MCDM2026.050.4258189.28
K-Meansk=4, Distance Measure=Euclidean, Weighting Strategy=Fixed MCDM2026.050.4058198.24
K-Meansk=5, Distance Measure=Euclidean, Weighting Strategy=Fixed MCDM2026.050.397176.78
K-Meansk=6, Distance Measure=Euclidean, Weighting Strategy=Fixed MCDM2026.050.3758172.45
K-Meansk=6, Distance Measure=Euclidean, Weighting Strategy=Adaptive MCDM2026.050.3754176.58
Spectralk=4, Distance Measure=CID, Weighting Strategy=RFM2026.050.3652221.84
Hierarchicalk=4, Distance Measure=CID, Weighting Strategy=RFM2026.050.348624.45
Spectralk=5, Distance Measure=CID, Weighting Strategy=RFM2026.050.3458196.24
Spectralk=6, Distance Measure=CID, Weighting Strategy=RFM2026.050.3345201.54
Hierarchicalk=5, Distance Measure=CID, Weighting Strategy=RFM2026.050.3245417.25
Hierarchicalk=6, Distance Measure=CID, Weighting Strategy=RFM2026.050.3045288.17
K-Meansk=4, Distance Measure=Euclidean, Weighting Strategy=RFM2026.050.3041158.11
K-Meansk=5, Distance Measure=Euclidean, Weighting Strategy=RFM2026.050.3001151.25
K-Meansk=6, Distance Measure=Euclidean, Weighting Strategy=RFM2026.050.2977132.84