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Table 1 Clustering algorithms ranks

From: RankAggreg, an R package for weighted rank aggregation

  1 2 3 4 5 6 7 8 9 10
APN SM FN ST KM PM HR AG CL DI MO
AD SM FN KM PM CL ST DI HR AG MO
ADM FN SM ST KM CL PM DI HR AG MO
FOM SM CL KM PM FN ST DI HR AG MO
Connectivity HR AG DI KM MO SM FN CL PM ST
Dunn HR AG KM PM DI SM CL MO FN ST
Silhouette HR AG KM SM CL PM ST DI FN MO
  1. 10 clustering algorithms ranked by 7 validation measures (in rows). The rank of 1 means that the algorithm received the best scored from a particular validation measure. For example, SOM is deemed to be the best algorithm by APN, AD, and FOM measures, while MO is ranked last by 5 out of 7 measures.