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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.