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