AIC | BIC | ABIC | Entropy | LMR LR test p value | ALMR LR p value | Classification accuracy | BLRT p value | |
1-Class | 6335.842 | 6353.561 | 6340.862 | – | – | – | ||
2-Class | 13 276.114 | 13 382.427 | 13 306.231 | 0.850 | 0.0000 | 0.0000 | 0.962 to 0.965 | *** |
3-Class | 5228.056 | 5290.072 | 5245.625 | 0.828 | 0.0424 | 0.0457 | 0.913 to 0.939 | *** |
4-Class | 5124.340 | 5208.504 | 5148.182 | 0.828 | 0.0007 | 0.0008 | 0.853 to 0.948 | *** |
5-Class | 5052.982 | 5159.301 | 5083.105 | 0.852 | 0.0771 | 0.0818 | 0.832 to 0.971 | *** |
***Denotes significant level at p<0.001.
ABIC, sample size adjusted BIC; AIC, Akaike information criterion; ALMR LR, Lo-Mendell-Rubin Adjusted Lrt Test; BIC, Bayesian information criterion; BLRT, bootstrap likelihood ratio test; LMR LR, Vuong-Lo-Mendell-Rubin Likelihood Ratio Test.