| { | |
| "lang": "nl", | |
| "name": "Echocardiogram_SpanCategorizer_lv_syst_func", | |
| "version": "1.0.0", | |
| "spacy_version": ">=3.7.4,<3.8.0", | |
| "description": "Package to classify spans for the presence and severity of left ventricular systolic dysfunction in Dutch echocardiogram reports.", | |
| "author": "Bauke Arends", | |
| "email": "[email protected]", | |
| "url": "", | |
| "license": "cc-by-sa-4.0", | |
| "spacy_git_version": "bff8725f4", | |
| "vectors": { | |
| "width": 0, | |
| "vectors": 0, | |
| "keys": 0, | |
| "name": null, | |
| "mode": "default" | |
| }, | |
| "labels": { | |
| "tok2vec": [], | |
| "spancat": [ | |
| "lv_sys_func_normal", | |
| "lv_sys_func_mild", | |
| "lv_sys_func_moderate", | |
| "lv_sys_func_severe", | |
| "lv_sys_func_unchanged", | |
| "lv_sys_func_unknown", | |
| "lv_sys_func_improved" | |
| ] | |
| }, | |
| "pipeline": [ | |
| "tok2vec", | |
| "spancat" | |
| ], | |
| "components": [ | |
| "tok2vec", | |
| "spancat" | |
| ], | |
| "disabled": [], | |
| "performance": { | |
| "spans_sc_f": 0.7698574338, | |
| "spans_sc_p": 0.7916230366, | |
| "spans_sc_r": 0.7492566898, | |
| "tok2vec_loss": 12.6495223089, | |
| "spancat_loss": 1545.420399487 | |
| } | |
| } |