Table 1 –
ICD-10- CM codes covered |
Coverage | Recall | Precision | F-1 score |
|
---|---|---|---|---|---|
Method 1 | |||||
All map groups | 681 | 72.2% | 45.1% | 25.4% | 32.5% |
Map group 1 only | 671 | 71.2% | 44.2% | 28.2% | 34.4% |
Method 2 | |||||
Multiple Categories map | 903 | 95.8% | 55.8% | 44.5% | 49.5% |
One Category map | 894 | 94.8% | 55.0% | 58.1% | 56.5% |
Methods 1+2 | |||||
Union | 929 | 98.5% | 70.4% | 32.7% | 44.6% |
Intersection | 343 | 36.4% | 29.2% | 80.2% | 42.8% |