Table 1 Statistics for choosing the best number of classes
Number of classes | Log likelihood | AIC | BIC | SABIC | Entropy | %class1 | %class2 | %class3 | %class4 | %class5 | %class6 |
|---|---|---|---|---|---|---|---|---|---|---|---|
1 | − 56976.9 | 113961.8 | 113990.6 | 113977.9 | 1.0000000 | 100.000000 | |||||
2 | − 53114.0 | 106244.1 | 106301.7 | 106276.2 | 0.9311908 | 8.997872 | 91.002128 | ||||
3 | − 51704.9 | 103433.7 | 103520.1 | 103482.0 | 0.9430789 | 88.570271 | 4.731989 | 6.697740 | |||
4 | − 50503.1 | 101038.1 | 101153.3 | 101102.4 | 0.9150838 | 7.427298 | 82.095450 | 1.459114 | 9.018138 | ||
5 | − 49930.4 | 99900.8 | 100044.8 | 99981.2 | 0.9182471 | 7.285439 | 80.565407 | 7.123315 | 3.556591 | 1.469247 | |
6 | − 49987.6 | 100023.2 | 100196.0 | 100119.7 | 0.8380689 | 9.038403 | 1.499645 | 0.000000 | 78.873239 | 9.585571 | 1.003141 |