Table 9.
Aggregate statistics for relaxed evaluation of all submissions -- HIPAA-identified PHI categories only
Minimum | Mean | Median | Maximum | Std. deviation | |
---|---|---|---|---|---|
Micro Precision | 0.544 | 0.893 | 0.936 | 0.978 | 0.120 |
Micro Recall | 0.136 | 0.757 | 0.824 | 0.941 | 0.221 |
Micro F1 | 0.236 | 0.805 | 0.870 | 0.959 | 0.195 |
Macro Precision | 0.606 | 0.884 | 0.931 | 0.977 | 0.114 |
Macro Recall | 0.143 | 0.756 | 0.820 | 0.944 | 0.221 |
Macro F1 | 0.236 | 0.805 | 0.867 | 0.960 | 0.192 |