| --- |
| {} |
| --- |
| Here are the success numbers |
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| ``` |
| ================ VALIDATION (ALL LABELS) ================ |
| precision recall f1-score support |
| |
| CARDINAL 0.7386 0.8614 0.7953 938 |
| DATE 0.7042 0.8388 0.7656 1507 |
| EVENT 0.3429 0.3357 0.3392 143 |
| LANGUAGE 0.6250 0.6061 0.6154 33 |
| LAW 0.2388 0.4000 0.2991 40 |
| MONEY 0.7675 0.8796 0.8197 274 |
| NORP 0.8095 0.8831 0.8447 847 |
| ORDINAL 0.8156 0.8578 0.8361 232 |
| ORG 0.6110 0.6833 0.6451 1740 |
| PERCENT 0.8042 0.8588 0.8306 177 |
| PERSON 0.8274 0.9089 0.8662 2020 |
| PLACE 0.8259 0.8964 0.8597 2587 |
| PRODUCT 0.3017 0.4861 0.3723 72 |
| QUANTITY 0.5625 0.7200 0.6316 100 |
| TIME 0.5567 0.7336 0.6331 214 |
| WORK_OF_ART 0.2260 0.2817 0.2508 142 |
| |
| micro avg 0.7330 0.8263 0.7769 11066 |
| macro avg 0.6098 0.7019 0.6503 11066 |
| weighted avg 0.7375 0.8263 0.7789 11066 |
| |
| F1 overall: 0.7768573977316172 |
| |
| ================ VALIDATION (TARGET ONLY) ================ |
| precision recall f1-score support |
| |
| PERSON 0.8274 0.9089 0.8662 2020 |
| PLACE 0.8259 0.8964 0.8597 2587 |
| PRODUCT 0.3017 0.4861 0.3723 72 |
| WORK_OF_ART 0.2260 0.2817 0.2508 142 |
| |
| micro avg 0.7951 0.8774 0.8342 4821 |
| macro avg 0.5452 0.6433 0.5873 4821 |
| weighted avg 0.8010 0.8774 0.8372 4821 |
| |
| F1 target: 0.8342372547086085 |
| ``` |
