Table 2.
The percentage of times each model was selected by a class of AIC measures. The models compared are the partition model (Part), mixture model (Mix) and the MWP model. Reading left to right, results for a given criteria are given (eg. cAIC) followed by the corresponding results using cross validation.
| mAIC | Cross Validation | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ρ | 0 | 0.05 | 0.10-0.45 | 0.5 | 0 | 0.05 | 0.1 | 0.15 | 0.2 | 0.25 | 0.3 | 0.35 | 0.4 | 0.45 | 0.5 |
| Part | 33 | 0 | 0 | 0 | 95 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Mix | 67 | 100 | 100 | 100 | 5 | 87 | 67 | 67 | 68 | 53 | 68 | 57 | 55 | 49 | 49 |
| MWP | 0 | 0 | 0 | 0 | 0 | 13 | 33 | 33 | 32 | 47 | 32 | 43 | 45 | 51 | 51 |
| cAIC | Cross Validation | ||||||||||||||
| ρ | 0 | 0.05 | 0.10-0.45 | 0.5 | 0 | 0.05 | 0.1 | 0.15 | 0.2 | 0.25 | 0.3 | 0.35 | 0.4 | 0.45 | 0.5 |
| Part | 100 | 45 | 0 | 0 | 100 | 43 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Mix | 0 | 0 | 0 | 95 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 94 |
| MWP | 0 | 55 | 100 | 5 | 0 | 57 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 6 |