Prediction | System | Prevalence | N | Model | Recall | Precision | Balanced Accuracy | F1 | AUC | AUPRC |
---|---|---|---|---|---|---|---|---|---|---|
Early Surgery | Group Health | 0.021 | 239 | MDL | 0.600 ± 0.161* | 0.075 ± 0.020* | 0.720 ± 0.081* | 0.132 ± 0.036* | 0.731 ± 0.109* | 0.105 ± 0.050* |
Benchmark | 0.300 ± 0.152 | 0.056 ± 0.028 | 0.595 ± 0.076 | 0.094 ± 0.047 | 0.656 ± 0.113 | 0.149 ± 0.114 | ||||
Henry Ford | 0.039 | 324 | MDL | 0.640 ± 0.097* | 0.127 ± 0.021* | 0.732 ± 0.050* | 0.212 ± 0.033* | 0.795 ± 0.047* | 0.128 ± 0.031* | |
Benchmark | 0.200 ± 0.079 | 0.087 ± 0.034 | 0.557 ± 0.040 | 0.120 ± 0.047 | 0.714 ± 0.050 | 0.088 ± 0.023 | ||||
Late Surgery | Group Health | 0.079 | 254 | MDL | 0.425 ± 0.079* | 0.143 ± 0.026* | 0.603 ± 0.041* | 0.214 ± 0.038* | 0.630 ± 0.046* | 0.120 ± 0.020 |
Benchmark | 0.600 ± 0.080 | 0.109 ± 0.014 | 0.590 ± 0.042 | 0.185 ± 0.024 | 0.641 ± 0.044 | 0.119 ± 0.023 | ||||
Henry Ford | 0.042 | 325 | MDL | 0.482 ± 0.099* | 0.085 ± 0.017* | 0.628 ± 0.051* | 0.145 ± 0.029* | 0.700 ± 0.053* | 0.091 ± 0.024* | |
Benchmark | 0.556 ± 0.096 | 0.112 ± 0.019 | 0.682 ± 0.048 | 0.186 ± 0.031 | 0.707 ± 0.057 | 0.097 ± 0.022 |