Table 2.
No. of classes | Log-likelihood | Degree of freedom | AIC | BIC | ssaBIC | Entropy | BLRT | Probability of classes (%) (from low risk to high risk) |
1 | −56,629.709 | 16 | 113,291.42 | 113,395.535 | 113,344.692 | – | – | – |
2 | −51,683.614 | 25 | 103,417.23 | 103,579.911 | 103,500.47 | 0.801 | <0.001 | 61.0/39.0 |
3 | −49,547.014 | 34 | 99,162.03 | 99,383.277 | 99,275.237 | 0.870 | <0.001 | 36.4/50.4/13.2 |
4 | −48,856.359 | 43 | 97,798.72 | 98,078.535 | 97,941.896 | 0.875 | <0.001 | 36.6/43.6/8.8/11.0 |
5 | −44,561.266 | 52 | 89,226.53 | 89,564.914 | 89,399.677 | 0.966 | <0.001 | 36.3/11.6/38.0/10.0/4.1 |
6 | −44,044.074 | 61 | 88,210.15 | 88,607.096 | 88,413.26 | 0.942 | <0.001 | 36.1/11.8/10.0/31.7/6.3/4.1 |
–:Not applicable. AIC: Akaike Information Criterion; BIC: Bayesian Information Criterion; ssaBIC: sample size adjusted BIC; BLRT: Bootstrapping Likelihood Ratio Test.