Parameter
SOM
K-Means
HAC
ACA
Error Rate
0.8189
0.8456
0.8379
0.3672
Execution Time
297 ms
1281 ms
1341 ms
1000 ms
Accessing Time
Fast
Slow
Slow
Very fast
Number of Clusters
6
6
6
4
Table 2:
Analysis between traditional (K-Means, SOM, HAC) and Advanced Clustering Algorithm.