Table 1.
Average ARI values for each considered method across the 50 data sets of size 1100 simulated from each generating component distribution. Bold-faced values represent the highest average ARI value for each scenario
| Considered method | |||||
|---|---|---|---|---|---|
| Generating Distribution | MPTMSCN | MMTMSCN | MCN | MMSCN | MPTCN |
| PTMSCN | 0.88 | 0.84 | 0.77 | 0.78 | 0.88 |
| MTMSCN | 0.65 | 0.67 | 0.65 | 0.66 | 0.66 |
| CN | 0.73 | 0.73 | 0.75 | 0.74 | 0.74 |
| MSCN | 0.81 | 0.85 | 0.84 | 0.86 | 0.84 |
| PTCN | 0.75 | 0.82 | 0.83 | 0.80 | 0.81 |
| GH/MSGH | 0.79 | 0.72 | 0.71 | 0.70 | 0.82 |
| NOT | 0.75 | 0.78 | 0.64 | 0.61 | 0.75 |
| NTO | 0.66 | 0.67 | 0.57 | 0.54 | 0.62 |