TABLE 4.
Fit statistics for latent class models of common object predictions.
Model | LR | Df | AIC | BIC | aBIC | pa (LR) | pa (PLR) | Entropy |
1 class | −609.91 | 5 | 1,229.81 | 1,246.07 | 1,230.24 | 0.00 | na | |
*2 class | −583.03 | 11 | 1,188.07 | 1,223.84 | 1,189.00 | 0.08 | <0.001 | 0.56 |
3 class | −577.92 | 17 | 1,189.85 | 1,245.14 | 1,191.29 | 0.35 | 0.235 | 0.68 |
*, selected model; LR, log likelihood ratio; df, degrees of freedom; AIC, Akaike Information Criterion; BIC, Bayesian Information Criterion; aBIC, adjusted Bayesian Information Criterion; p (LR), p-value of model fit likelihood ratio Pearson’s χ2; p (PLR), p-value of parametric likelihood ratio for n-1 vs. n classes. aBootstrapped values.