Table 1 Fitting indexes of models of different potential categories
Clusters | AIC | BIC | aBIC | Entropy | Loglike- lihood | P for LMR | P for BLRT | Classification | Class probability |
|---|---|---|---|---|---|---|---|---|---|
2 | 97,754.097 | 98,105.414 | 97,949.699 | 0.605 | -31,320.046 | 0.000 | 0.000 | 4244/5358 | 0.442/0.558 |
3 | 96,245.024 | 96,775.584 | 96,540.424 | 0.633 | -48,828.049 | 0.000 | 0.000 | 2714/5479/1409 | 0.283/0.571/0.147 |
4 | 95,979.100 | 96,688.903 | 96,374.296 | 0.672 | -48,048.512 | 0.092 | 0.000 | 251/1343/5274/2734 | 0.026/0.120/0.549/0.285 |