|
{ |
|
"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": "b.k.o.arends-4@umcutrecht.nl", |
|
"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 |
|
} |
|
} |