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Performance metrics for gender detection tools after removing all unisex names we were able to identify (n=9,077 given names)
| Gender detection tool | errorCoded | errorCodedWithoutNA | naCoded | errorGenderBias |
|---|---|---|---|---|
| Gender API | 0.6558 | 0.2454 | 0.5439 | −0.0174 |
| NamSor | 0.4271 | 0.2863 | 0.1973 | −0.1488 |
| Wiki-Gendersort | 0.9400 | 0.3724 | 0.9042 | 0.1885 |
