Table 7 Model comparison by sum of predicted and actual probabilities
From: Identifying the determinants and associated factors of mortality under age five in Ethiopia
Count | Actual | Predicted probability | |difference| | Pearson | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PRM | NBRM | ZIP | ZINB | PRM | NBRM | ZIP | ZINB | PRM | NBRM | ZIP | ZINB | ||
0 | 0.710 | 0.636 | 0.708 | 0.710 | 0.709 | 0.074 | 0.002 | 0.000 | 0.002 | 88.714 | 0.063 | 0.000 | 0.044 |
1 | 0.175 | 0.270 | 0.183 | 0.165 | 0.181 | 0.095 | 0.008 | 0.014 | 0.006 | 341.521 | 3.731 | 11.226 | 2.198 |
2 | 0.070 | 0.075 | 0.064 | 0.083 | 0.065 | 0.005 | 0.006 | 0.014 | 0.004 | 4.124 | 5.067 | 23.313 | 2.655 |
3 | 0.027 | 0.016 | 0.025 | 0.032 | 0.026 | 0.011 | 0.002 | 0.005 | 0.001 | 79.459 | 1.044 | 8.114 | 0.498 |
4 | 0.011 | 0.003 | 0.011 | 0.010 | 0.011 | 0.008 | 0.000 | 0.001 | 0.000 | 274.792 | 0.188 | 1.772 | 0.193 |
5 | 0.004 | 0.000 | 0.005 | 0.003 | 0.005 | 0.003 | 0.001 | 0.001 | 0.001 | 323.641 | 1.692 | 6.573 | 1.294 |
6 | 0.002 | 0.000 | 0.002 | 0.001 | 0.002 | 0.002 | 0.000 | 0.001 | 0.000 | 834.041 | 0.120 | 34.978 | 0.012 |
7 | 0.001 | 0.000 | 0.001 | 0.000 | 0.001 | 0.001 | 0.000 | 0.000 | 0.000 | 737.504 | 1.538 | 20.738 | 1.082 |
8 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1997.168 | 0.557 | 38.723 | 0.317 |
9 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 2630.227 | 0.623 | 28.573 | 0.431 |
sum | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.200 | 0.020 | 0.037 | 0.015 | 7311.192 | 14.622 | 174.510 | 8.724 |