Table 13.
Average ARI values for each considered method across the 50 data sets of size
simulated from each generating distribution. Bold-faced values represent the highest average ARI value for each scenario. Note that the row gives the generating component distribution
| Considered method | |||||
|---|---|---|---|---|---|
| Generating distribution | MPTMSCN | MMTMSCN | MCN | MMSCN | MPTCN |
| PTMSCN | 0.87 | 0.87 | 0.82 | 0.79 | 0.87 |
| MTMSCN | 0.66 | 0.66 | 0.65 | 0.66 | 0.67 |
| CN | 0.72 | 0.72 | 0.75 | 0.74 | 0.71 |
| MSCN | 0.81 | 0.84 | 0.84 | 0.85 | 0.83 |
| PTCN | 0.76 | 0.82 | 0.84 | 0.81 | 0.81 |
| GH/MSGH | 0.78 | 0.71 | 0.70 | 0.69 | 0.80 |
| NOT | 0.74 | 0.76 | 0.63 | 0.59 | 0.72 |
| NTO | 0.68 | 0.69 | 0.58 | 0.56 | 0.64 |