Table 1.
Model | AIC | BIC | sBIC | Entropy | Post. Prob. |
---|---|---|---|---|---|
2-class | 8704028.27 | 8704661.99 | 8704477.67 | 0.957 | 0.986 |
3-class | 8587074.65 | 8588003.38 | 8587733.25 | 0.921 | 0.869 |
4-class | 7567653.29 | 7568877.03 | 7568521.09 | 0.980 | 0.989 |
5-class | 7519572.55 | 7521091.30 | 7520649.55 | 0.940 | 0.895 |
6-class | 7478289.65 | 7480103.41 | 7479575.85 | 0.983 | 0.939 |
7-class | 7437821.89 | 7439930.65 | 7439317.29 | 0.952 | 0.885 |
8-class | 7268011.70 | 7270415.47 | 7269716.30 | 0.908 | 0.826 |
The bolded row represents the chosen solution.
AIC Akaike’s information criteria, BIC Bayesian information criteria, sBIC sample-size-adjusted Bayesian information criteria, Post. Prob. Average posterior probabilities of membership in assigned class.