TABLE 3.
Fit of the models with two to seven classes.
Number of classes | Number of free parameters | Log-likelihood | AIC | BIC |
2 | 55 | −3,787.38 | 7,684.75 | 7,851.43 |
3 | 89 | −3,499.31 | 7,176.63 | 7,446.33 |
4 | 127 | −3,478.22 | 7,210.45 | 7,595.31 |
5 | 169 | −3,195.29 | 6,728.57 | 7,240.71 |
6 | 215 | −3,153.34 | 6,737.80 | 7,389.34 |
7 | 265 | −3,071.76 | 6,673.51 | 7,476.58 |
AIC stands for Akaike information criterion, and BIC stands for Bayesian information criterion.