Table 10.
System performance for ICD10 coding on the CépiDC test corpus. A * symbol indicates statistically significant difference of a run with the runs ranked before and after it, per student test.
| Team | TP | FP | FN | Precision | Recall | F-measure |
|---|---|---|---|---|---|---|
| Erasmus-run2* | 88497 | 11423 | 20321 | 0.886 | 0.813 | 0.848 |
| Erasmus-run1* | 87404 | 10823 | 21414 | 0.890 | 0.803 | 0.844 |
| ERIC-ECSTRA-run2* | 71319 | 9479 | 37499 | 0.882 | 0.655 | 0.752 |
| ERIC-ECSTRA-run1* | 66954 | 15605 | 41864 | 0.811 | 0.615 | 0.700 |
| SIBM-run1* | 72192 | 31480 | 36626 | 0.696 | 0.663 | 0.680 |
| LIMSI-run1* | 61874 | 19002 | 46984 | 0.765 | 0.569 | 0.652 |
| BITEM-run1* | 57256 | 40650 | 51562 | 0.585 | 0.526 | 0.554 |
|
| ||||||
| average | 0.788 | 0.664 | 0.719 | |||
| median | 0.811 | 0.655 | 0.700 | |||