Table 2.
Fit Statistics, Class Proportions, and Classification Metrics for the one-, two-, and three-class models
k = 1 | k = 2 | k = 3 | |
---|---|---|---|
BIC | 42,328.44 | 40,311.53 | 40,300.21 |
aBIC | 42,074.37 | 39,800.22 | 39,531.67 |
LMR [value; (p-value)] | N/A | 2561.79; (p < 0.00) | 559.84; (p = 0.37) |
VLMR [value; (p-value)] | N/A | 2566.45; (p < 0.00) | 560.86; (p = 0.36) |
BLR [value; (p-value)] | N/A | 2561.79; (p < 0.00) | Not trustworthy |
Entropy | N/A | 0.88 | 0.89 |
Mean Posterior Probabilities | N/A | 0.96/0.97 | 0.96/0.94/0.96 |
Class 1% | 100% | 35% | 38% |
Class 2% | N/A | 65% | 56% |
Class 3% | N/A | N/A | 5% |