Table 2.
Variance | KM | FCM | SOM | HCEc | HCEs | HCEa | HCC | EM |
---|---|---|---|---|---|---|---|---|
Experiment 1: K = 2, D = 2, n = 2000 | ||||||||
0.25 | 0 | 0 | 20 | 4220 | 4280 | 4280 | 4360 | 0 |
1.0 | 0 | 20 | 0 | 4260 | 4180 | 4160 | 4260 | 140 |
5.0 | 0 | 80 | 0 | 4140 | 4140 | 4160 | 540 | |
Experiment 2: K = 16, D = 2, n = 2000 | ||||||||
0.25 | 16 | 184 | 8 | 5072 | 5128 | 5496 | 5920 | 592 |
1.0 | 16 | 840 | 0 | 5816 | 5872 | 6216 | 6440 | 936 |
5.0 | 24 | 944 | 0 | 6512 | 7576 | 6936 | 6904 | 1216 |
Experiment 3: K = 2, D = 128, n = 2000 | ||||||||
0.25 | 142 | 114 | 114 | 5828 | 5800 | 5828 | 8057 | 742 |
1.0 | 142 | 171 | 114 | 5828 | 5828 | 5828 | 8057 | 5457 |
5.0 | 142 | 171 | 142 | 5828 | 5828 | 5828 | 8085 | 4828 |