ResearchBenchmarksNumber of clusters selection on Synthetic Clustered Dataset D=5, M=3, sigma_c=4Number of clusters selection on Synthetic Clustered Dataset D=5, M=3, sigma_c=4Follow57Result for Assumed k=2Silhouette1.8816.1930.544.81Mar 3, 2026Evaluation resultsMethodMethodLinksResult for Assumed k=2Result for Assumed k=1Result for Assumed k=3Result for Assumed k=4Result for Assumed k=5Result for Assumed k=6Result for Assumed k=7Result for Assumed k=8Result for Assumed k=9Result for Assumed k=10Silhouette2026.0357—430000000CH2026.0350—500000000GapVersion=IVersion=I2026.031714690000000ElbowSigSignificance criterion...Significance criterion=per-k2026.0313—771025411GapVersion=IIVersion=II2026.0392816002000ElbowSigSignificance criterion...Significance criterion=FDR2026.037—691014201DB2026.034—38123322594