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. 2014 Mar 7;9(3):e90109. doi: 10.1371/journal.pone.0090109

Table 7. Evaluation results of relative indices.

Relative Indices
Dataset Dunn DB RMSSTD
1 K-Means>SOM>BIRCH>DBSCAN K-Means>SOM>BIRCH>DBSCAN SOM>K-Means>BIRCH>DBSCAN
2 BIRCH>DBSCAN>K-Means>SOM BIRCH >DBSCAN>K-Means>SOM BIRCH>DBSCAN>K-Means>SOM
3 BIRCH>DBSCAN>K-Means>SOM BIRCH>K-Means>DBSCAN>SOM BIRCH>DBSCAN>K-Means>SOM
4 K-Means>SOM>BIRCH>DBSCAN K-Means>SOM>BIRCH>DBSCAN K-Means>>SOM>BIRCH>DBSCAN
5 BIRCH>K-Means>SOM>DBSCAN BIRCH>SOM>K-Means>DBSCAN K-Means>SOM>BIRCH>DBSCAN
6 K-Means>SOM>DBSCAN>BIRCH SOM>K-Means>DBSCAN>BIRCH K-Means>SOM>DBSCAN>BIRCH
7 K-Means>SOM>BIRCH>DBSCAN K-Means>SOM>BIRCH>DBSCAN K-Means>SOM>BIRCH>DBSCAN
8 DBSCAN>SOM>K-Means>BIRCH DBSCAN>SOM>K-Means>BIRCH DBSCAN>SOM>K-Means>BIRCH