|
{ |
|
"lang": "nl", |
|
"name": "Echocardiogram_SpanCategorizer_mitral_regurgitation", |
|
"version": "1.0.0", |
|
"spacy_version": ">=3.7.4,<3.8.0", |
|
"description": "Package to classify spans for the presence and severity of mitral regurgitation 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": [ |
|
"mitral_valve_native_regurgitation_not_present", |
|
"mitral_valve_native_regurgitation_mild", |
|
"mitral_valve_native_regurgitation_moderate", |
|
"mitral_valve_native_regurgitation_severe" |
|
] |
|
}, |
|
"pipeline": [ |
|
"tok2vec", |
|
"spancat" |
|
], |
|
"components": [ |
|
"tok2vec", |
|
"spancat" |
|
], |
|
"disabled": [], |
|
"performance": { |
|
"spans_sc_f": 0.9348044132, |
|
"spans_sc_p": 0.9688149688, |
|
"spans_sc_r": 0.9031007752, |
|
"tok2vec_loss": 0.331246445, |
|
"spancat_loss": 175.8159074672 |
|
} |
|
} |