Setting threshold to 1.0 leads to precision > 1.0
nerval -a full_annot.bio -p full_predict_pylaia.bio -v -t 1.0
2024-05-16 11:20:16,077 INFO/nerval.evaluate: Parsing file @ full_annot.bio
2024-05-16 11:20:16,176 INFO/nerval.evaluate: Parsing file @ full_predict_pylaia.bio
| tag | predicted | matched | Precision | Recall | F1 | Support |
|:----------------------------------------|----------:|--------:|----------:|-------:|------:|--------:|
| None | 1 | 0 | 0.0 | None | None | None |
| acte | 1114 | 1111 | 0.997 | 1.0 | 0.999 | 1111 |
| age_ou_delai___naissance | 556 | 547 | 0.984 | 0.993 | 0.988 | 551 |
| date | 1107 | 1106 | 0.999 | 1.0 | 1.0 | 1106 |
| em | 376 | 376 | 1.0 | 1.0 | 1.0 | 376 |
| etat_matrimonial | 304 | 305 | 1.003 | 1.0 | 1.002 | 305 |
| general | 241 | 235 | 0.975 | 0.992 | 0.983 | 237 |
| leg | 519 | 522 | 1.006 | 1.0 | 1.003 | 522 |
| nom_de_l_epoux_se | 103 | 108 | 1.049 | 1.0 | 1.024 | 108 |
| nom_de_la_mere | 861 | 851 | 0.988 | 1.0 | 0.994 | 851 |
| nom_du_pere | 1165 | 1154 | 0.991 | 1.0 | 0.995 | 1154 |
| origine | 528 | 527 | 0.998 | 1.0 | 0.999 | 527 |
| prenom_de_l_epoux_se | 121 | 120 | 0.992 | 0.992 | 0.992 | 121 |
| prenom_de_la_mere | 896 | 905 | 1.01 | 0.995 | 1.002 | 910 |
| prenom_du_pere | 916 | 913 | 0.997 | 0.998 | 0.997 | 915 |
| prenom_enfant__ou_du_marie_ou_du_decede | 1156 | 1157 | 1.001 | 0.999 | 1.0 | 1158 |
| profession | 89 | 103 | 1.157 | 0.981 | 1.062 | 105 |
| residence | 232 | 226 | 0.974 | 0.996 | 0.985 | 227 |
| sexe | 1070 | 1069 | 0.999 | 0.999 | 0.999 | 1070 |
| ALL | 11355 | 11335 | 0.998 | 0.998 | 0.998 | 11354 |