|
{ |
|
"lang": "nl", |
|
"name": "Echocardiogram_SpanCategorizer_aortic_stenosis", |
|
"version": "1.0.0", |
|
"spacy_version": ">=3.7.4,<3.8.0", |
|
"description": "Package to classify spans for the presence and severity of aortic stenosis 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, |
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"vectors": 0, |
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"keys": 0, |
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"name": null, |
|
"mode": "default" |
|
}, |
|
"labels": { |
|
"tok2vec": [], |
|
"spancat": [ |
|
"aortic_valve_native_stenosis_not_present", |
|
"aortic_valve_native_stenosis_mild", |
|
"aortic_valve_native_stenosis_severe", |
|
"aortic_valve_native_stenosis_moderate" |
|
] |
|
}, |
|
"pipeline": [ |
|
"tok2vec", |
|
"spancat" |
|
], |
|
"components": [ |
|
"tok2vec", |
|
"spancat" |
|
], |
|
"disabled": [], |
|
"performance": { |
|
"spans_sc_f": 0.8233438486, |
|
"spans_sc_p": 0.8642384106, |
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"spans_sc_r": 0.7861445783, |
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"tok2vec_loss": 0.7846799734, |
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"spancat_loss": 486.288989685 |
|
} |
|
} |