Table 8.
Average ARI values for each considered method across the 50 data sets of size
simulated from each generating component distribution. Bold-faced values represent the highest average ARI value for each scenario. Note that the row gives the generating distribution
| Considered method | |||||
|---|---|---|---|---|---|
| Generating Distribution | MPTMSCN | MMTMSCN | MCN | MMSCN | MPTCN |
| PTMSCN | 0.79 | 0.84 | 0.81 | 0.79 | 0.81 |
| MTMSCN | 0.65 | 0.65 | 0.66 | 0.65 | 0.65 |
| CN | 0.66 | 0.66 | 0.70 | 0.66 | 0.66 |
| MSCN | 0.79 | 0.79 | 0.81 | 0.78 | 0.77 |
| PTCN | 0.70 | 0.80 | 0.81 | 0.80 | 0.75 |
| GHD | 0.76 | 0.74 | 0.73 | 0.74 | 0.76 |
| NOT | 0.71 | 0.71 | 0.64 | 0.61 | 0.68 |
| NTO | 0.64 | 0.66 | 0.56 | 0.55 | 0.61 |