Table 4.
Aggregate statistics for entity-based evaluation of all submissions -- all PHI categories
Minimum | Mean | Median | Maximum | Std. deviation | |
---|---|---|---|---|---|
Micro Precision | 0.527 | 0.872 | 0.920 | 0.964 | 0.121 |
Micro Recall | 0.242 | 0.717 | 0.794 | 0.909 | 0.212 |
Micro F1 | 0.382 | 0.774 | 0.845 | 0.936 | 0.180 |
Macro Precision | 0.566 | 0.872 | 0.921 | 0.965 | 0.113 |
Macro Recall | 0.267 | 0.720 | 0.794 | 0.916 | 0.215 |
Macro F1 | 0.411 | 0.777 | 0.845 | 0.940 | 0.179 |