|
{ |
|
"lang": "nl", |
|
"name": "Echocardiogram_SpanCategorizer_lv_dil", |
|
"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 dilatation 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, |
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"keys": 0, |
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"name": null, |
|
"mode": "default" |
|
}, |
|
"labels": { |
|
"tok2vec": [], |
|
"spancat": [ |
|
"lv_dil_normal", |
|
"lv_dil_mild", |
|
"lv_dil_moderate", |
|
"lv_dil_present", |
|
"lv_dil_severe" |
|
] |
|
}, |
|
"pipeline": [ |
|
"tok2vec", |
|
"spancat" |
|
], |
|
"components": [ |
|
"tok2vec", |
|
"spancat" |
|
], |
|
"disabled": [], |
|
"performance": { |
|
"spans_sc_f": 0.8363636364, |
|
"spans_sc_p": 0.8498845266, |
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"spans_sc_r": 0.8232662192, |
|
"tok2vec_loss": 1.756034747, |
|
"spancat_loss": 528.3634907156 |
|
} |
|
} |