Table 2.
No. of classes | Log-likelihood | AIC | BIC | ssa BIC | Entropy |
---|---|---|---|---|---|
1 | −117,405.972 | 234827.943 | 234,887.407 | 234,861.984 | 1 |
2 | −109,986.197 | 219,998.395 | 220,095.024 | 220,053.711 | 0.925 |
3 | −107,937.745 | 215,911.489 | 216,045.283 | 215,988.081 | 0.855 |
4 | −106,952.249 | 213,950.498 | 214,121.457 | 214,048.365 | 0.874 |
5 | −106,059.407 | 212,174.814 | 212,382.938 | 212,293.957 | 0.876 |
6 | −105,181.063 | 210,428.126 | 210,673.415 | 210,568.545 | 0.860 |
7 | −104,451.980 | 208,979.959 | 209,262.414 | 209,141.654 | 0.857 |
AIC Akaike information criterion, BIC Bayesian information criterion, ssa BIC sample-size-adjusted Bayesian information criterion