AIC | BIC | ABIC | Entropy | LMR LR Test p-values | ALMR LR Test p-value | Sample proportion per class | Classification accuracy | BLRT p-value | |
---|---|---|---|---|---|---|---|---|---|
1-Class | 97,888.464 | 97,939.485 | 97,910.891 | – | 2141 | – | – | ||
2-Class | 93,144.013 | 93,212.041 | 93,173.916 | .944 | p < .001 | p < .001 | (1304; 61%), (837; 39%) | .979–.984 | p < .001 |
3-Class | 91,663.649 | 91,748.684 | 91,701.027 | .948 | p < .01 | p < .01 | (1240; 58%), (794; 37%), (107; 5%) | .974–.979 | p < .001 |
4-Class | 90,635.439 | 90,737.482 | 90,680.293 | .951 | .466 | .475 | (1203; 56%), (93; 5%), (778; 36%), (67; 3%) | .972–.987 | p < .001 |